erp aim statements 2013-web
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Energy Risk ProfessionalTRANSCRIPT
2013
ERPExaminationAIM Statements
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 1
ERP Examination Approach
The ERP Examination is a comprehen-
sive, practice-oriented assessment
that spans both the physical and
financial energy markets. Candidates
are expected to demonstrate an
understanding of important concepts
associated with several broad areas
of study:
• Exploration, production, distribution,
and storage of physical hydrocarbon
resources and refined products.
• Electric power generation, distribu-
tion and market trading instruments.
• Sources of renewable power gener-
ation, project finance, trends in
carbon pricing and global emissions
trading.
• Financially traded energy commod-
ity products, including exchange
traded contracts, over-the-counter
derivatives and other structured
products.
• Market risk measurement, including
energy spot and forward price for-
mation, volatility, financial option
valuation, real options; fundamental
probability, statistics and modeling
principles.
• Credit and counterparty risk assess-
ment and management.
• Operational risk evaluation, strategic
risk management and corporate
governance.
• Current issues affecting the physical
and financial energy markets.
ERP Core Readings
The 2013 ERP Study Guide sets forth
primary topics and readings that cover
physical energy commodities, physical
operations, and financially traded
energy products; as well as the tools
used to identify, measure and manage
risk across the entire energy value
chain. New readings have been added
to ensure that the 2013 ERP Examina-
tion remains both timely and relevant.
In many cases new readings have
been sourced online as energy risk
management is not always covered in
traditional textbooks. All topics and
readings were selected in conjunction
with the Energy Oversight Committee
(EOC) after assessing the fundamental
knowledge, skills and abilities neces-
sary for professionals that manage
risk in the energy industry.
ERP Study Guide, AIMs and
Exam Preparation
Questions for the ERP Examination are
related and supported by the readings
outlined in the 2013 Study Guide.
The 2013 Applying Instructional
Materials Statements (AIMs) summa-
rize the primary learning objectives
for each reading outlined in the Study
Guide. The Study Guide and AIMs
together form the blueprint for devel-
oping the 2013 ERP Exam. Candidates
are strongly encouraged to use these
documents in conjunction with the
2013 ERP Exam Preparation Handbook
as they prepare for the exam.
Test Weights and Question Allocation for the 2013 ERP Examination
Test weights and question allocation for the 2013 ERP examination have
been structured to create an exam that balances intellectual rigor against
exam validity and reliability, two important characteristics of any professional
certification exam.
Physical Energy Commodities and Markets
• Hydrocarbon Resources 25% 40 questions
• Electricity Production and Distribution 10% 16 questions
• Renewable Energy 10% 16 questions
Section Total 45% 72 questions
Financial Products and Risk Management
• Financially Traded Products 15% 24 questions
• Price Formation, Market Risk and Valuation 15% 24 questions
• Credit and Counterparty Risk 10% 16 questions
• Operational Risk and Strategic Risk Management 10% 16 questions
Section Total 50% 80 questions
Current Issues in Energy 5% 8 questions
Exam Total 100% 160 questions
Table of Contents
Section 1: Physical Energy Commodities and Markets
Hydrocarbon Resources...........................................................................................................3
Electricity Production and Distribution .............................................................................11
Renewable Energy ....................................................................................................................15
Section 2: Financial Products and Risk Management
Financially Traded Products and Real Options .............................................................19
Price Formation, Market Risk and Valuation..................................................................25
Credit and Counterparty Risk..............................................................................................32
Operational Risk and Strategic Risk Management......................................................36
Section 3: Current Issues in Energy
Current Issues in Energy .......................................................................................................40
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 3
PHYSICAL ENERGY COMMODITIES AND MARKETS
HYDROCARBON RESOURCES—Exam Weight | 25%
• Exploration and Production
• Crude Oil Transportation, Refining and Industry Trends
• Crude Oil Market Dynamics and Pricing
• Natural Gas
• Liquefied Natural Gas (LNG)
• Unconventional Products
• Global Gas Price Formation
• Coal
Readings for Hydrocarbon Resources—40 Questions
1.1 Exploration and Production
1. Joseph Hilyard. The Oil and Gas Industry: A Non-Technical Guide. (Tulsa, OK: PennWell, 2012).
• Chapter 1......................Origins of Oil and Gas
• Chapter 2.....................Oil Overview
2. Andrew Inkpen and Michael H. Moffett. The Global Oil and Gas Industry: Management, Strategy and Finance
(Tulsa, OK: PennWell, 2012).
• Chapter 4 ....................Developing Oil and Gas Projects
3. Charlotte Wright and Rebecca Gallun. Fundamentals of Oil & Gas Accounting, 5th Edition
(Tulsa, OK: PennWell, 2008).
• Chapter 1......................Upstream Oil and Gas Operations
• Chapter 15 ...................Accounting for International Petroleum Operations
4. Peter A. Nolan and Mark C. Thurber. On the State’s Choices of Oil Company: Risk Management and the Frontier
of the Petroleum Industry (PESD Stanford).
Freely available on the GARP Digital Library.
AIMS:Joseph Hilyard. The Oil and Gas Industry: A Non-Technical Guide.
Chapter 1 .........................Origins of Oil and Gas
Candidates, after completing this reading, should be able to:
• Define and identify the three basic types of hydrocarbon traps.
• Define kerogen and understand how oil and gas is derived from kerogen in source rocks.
• Understand the ideal range of temperatures required for the natural creation of oil and gas.
• Understand the process of migration in the creation of oil reservoirs and define permeability and porosity.
• Summarize the unique characteristics of reservoir rock.
4 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
Chapter 2.........................Oil Overview
Candidates, after completing this reading, should be able to:
• Summarize the unique characteristics inherent in each major class of benchmark crude oil.
• Define “shale oil,” identify the most abundant/important geographic locations for shale oil reserves and
describe the techniques used to extract shale oil.
• Understand how reserves differ from resources and how that difference affects project economics.
• Define an unconventional resource and understand the two most common types (tar sands and shale oil)
including the characteristics that make them different from conventional hydrocarbons.
• Describe the difference between proved, probable and possible reserves and apply the terms 1P, 2P and 3P.
• Summarize the different units of measure for crude oil and natural gas.
• Define the term Barrel of Oil Equivalent (BOE) and understand its application.
Andrew Inkpen and Michael H. Moffett. The Global Oil and Gas Industry: Management, Strategy and Finance.
Chapter 4 ........................Developing Oil and Gas Projects
Candidates, after completing this reading, should be able to:
• Describe the stage gate project development process and assess the steps required to reach a final
investment decision.
• Understand the concept of unitization and its relationship to the development of Joint Development
Zones (JDZs).
• Assess a project’s financial viability using Net Present Value (NPV) and Internal Rate of Return
(IRR) calculations.
• Identify pre-completion, post completion and macroeconomic risks in project development.
• Describe the role of contractors used by E&P firms in project development.
• Identify the major challenges that can arise during project development and assess their potential impact.
Charlotte Wright and Rebecca Gallun. Fundamentals of Oil & Gas Accounting, 5th Edition.
Chapter 1 .........................Upstream Oil and Gas Operations
Candidates, after completing this reading, should be able to:
• Understand the impact of subsurface geologic structures on oil and gas production.
• Describe mineral rights and interests, particularly hydrocarbon ownership regimes.
• Differentiate between the acquisition and leasing of exploration and production rights.
• Summarize the technical aspects of drilling operations and identify various stages in the hydrocarbon
recovery process.
• Apply the offset clause, royalty payments and other lease provisions used in exploration and production
activities.
Chapter 15 .......................Accounting for International Petroleum Operations
Candidates, after completing this reading, should be able to:
• Identify and apply the various fiscal systems used in global petroleum contracts including: concessionary
systems, contractual systems, production sharing or service contracts.
• Calculate the gross revenue payouts owed to each party in a concessionary system.
• Calculate the royalty payout under a production sharing or service contract.
• Define profit oil and explain its application.
• Describe how a joint operating agreement works and understand the circumstances when it is used.
• Understand the primary accounting regulations that affect petroleum contracts.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 5
Peter A. Nolan and Mark C. Thurber. On the State’s Choices of Oil Company: Risk Management and the Frontier
of the Petroleum Industry.
Candidates, after completing this reading, should be able to:
• Assess the strengths and weaknesses of National Oil Companies, Independent Oil Companies and Oil Service
Companies (NOCs, IOCs, and OSCs).
• Understand how the operational decisions of an oil company can be constrained by its risk appetite.
• Identify the factors that drive a state’s decision to financially exploit an oil resource, including the special risk
factors associated with “frontier” oil field development.
• Define a petroleum province and summarize the various risks associated with each stage of development of
a petroleum province.
• Understand how upstream and downstream structures and the integration of investment decisions affect the
risk profile of an oil company.
• Understand how oil price, water depth and history of previous findings at a site affect a state’s decision to
allocate a project to an NOC.
1.2 Crude Oil Transportation, Refining and Industry Trends
5. Andrew Inkpen and Michael H. Moffett. The Global Oil and Gas Industry: Management, Strategy and Finance.
• Chapter 11 ....................Transportation
• Chapter 12 ...................Refining
6. William L. Leffler. Petroleum Refining in Nontechnical Language, 3rd Edition (Tulsa, OK: PennWell, 2000).
• Chapter 20..................Simple and Complex Refineries
AIMS:Andrew Inkpen and Michael H. Moffett. The Global Oil and Gas Industry: Management, Strategy and Finance.
Chapter 11........................Transportation
Candidates, after completing this reading, should be able to:
• Understand the various methods used to transport oil and gas.
• Explain the major steps in the construction of oil and natural gas pipelines.
• Identify key stakeholders in and barriers to pipeline design and construction.
• Describe the primary considerations, economic issues and decision process used for building a new pipeline,
including: safety issues, routing decisions and storage possibilities.
• Understand how different products are separated in a pipeline and describe batch cutting, over wash
and transmix.
• Identify demand-driven, supply-driven, and market-driven scenarios and know how they impact pipeline
development decisions.
• Using the BTC case as an example, identify political, economic and logistical challenges to the construction
of pipelines.
• Describe the different classifications and volume range of oil tankers.
• Understand the Worldscale pricing system and calculate transportation costs for a shipment of oil.
• Assess the trend in operational initiatives that has reduced the likelihood of oil spills over the last 40 years.
6 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
Chapter 12 .......................Refining
Candidates, after completing this reading, should be able to:
• Summarize the advantages and disadvantages of refinery operations managed by an IOC and independent
refinery.
• Understand the characteristics of the refining process including “cracking” and the various cracking processes.
• Describe the relationship between a refinery’s complexity, its choice of crude oil inputs, and its optimal
product mix.
• Summarize the operating characteristics of simple, complex and very complex refineries.
• Assess the economics of refinery operations including the relationship between the cost of crude oil and
refinery margins and the impact of a refinery’s complexity on its product mix and profit margin.
• Summarize the products produced and the impurities removed during the crude oil refining process.
• Apply the Nelson Complexity Index to assess refinery operations.
• Understand how a refinery’s barriers to exit impact its operating decisions.
• Identify common crack spreads like the 3:2:1 and the 6:2:3:1 NWE spreads, and calculate a crack spread given
input and output prices.
William L. Leffler. Petroleum Refining in Nontechnical Language, 3rd Edition.
Chapter 20......................Simple and Complex Refineries
Candidates, after completing this reading, should be able to:
• Identify the factors that determine refinery complexity.
• Explain the role refining margin plays in setting a price.
• Describe how crude oil prices are established; including how complex refineries can increase their margin by
refining heavy crude oil.
1.3 Crude Oil Market Dynamics and Pricing
7. Bassam Fattouh. An Anatomy of the Crude Oil Pricing System (The Oxford Institute for Energy Studies).
Freely available on the GARP Digital Library.
AIMS:Bassam Fattouh. An Anatomy of the Crude Oil Pricing System (The Oxford Institute for Energy Studies).
Candidates, after completing this reading, should be able to:
• Summarize the process used to determine price differentials and identify factors that influence the
price differential.
• Understand the equivalence to the buyer principle.
• Define the “Platts window.”
• Describe the role of price reporting agencies (PRAs) in price identification; summarize the methodologies
used by PRAs to assess commodity prices, and identify criticisms of PRA price assessment.
• Explain the market conditions that led to the establishment of Brent as a benchmark crude.
• Understand the mechanics and specifications of the 21-day BFOE (Forward Brent), the Brent Futures, the
Exchange for Physical (EFP) and the Dated Brent/BFOE contracts.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 7
• Define Contracts for Differences (CfDs) and understand its application when hedging basis risk associated
with Forward Brent contracts or deriving forward prices from a combination of Dated Brent prices and CfDs.
• Understand the relationship between futures contracts and physical supply.
• Compare and contrast the Brent, WTI, and Dubai-Oman crude oil benchmarks in terms of liquidity, price
transparency, and available financial products.
• Summarize the mechanics of WTI futures contracts including related delivery requirements, and compare
WTI Posting-Plus (P-Plus) pricing to NYMEX CMA pricing.
• Understand the logistical challenges that threaten the effectiveness of WTI as a global crude oil benchmark.
• Compare and contrast the price discovery process used by the two main PRAs in the Dubai market.
• Explain how the Dubai benchmark price can be calculated using swaps.
1.4 Natural Gas
8. Davis W. Edwards. Energy Trading and Investing (New York: McGraw-Hill, 2010).
• Chapter 2.1 ..................Natural Gas
9. Vivek Chandra. Fundamentals of Natural Gas: An International Perspective (Tulsa, OK: PennWell Books, 2006).
• Chapter 1......................The Basics
• Chapter 2.....................Transport and Storage
• Chapter 4 ....................Contracts and Project Development
AIMS:Davis W. Edwards. Energy Trading and Investing.
Chapter 2.1 ......................Natural Gas
Candidates, after completing this reading, should be able to:
• Summarize the standard heat and volumetric measurements for natural gas.
• Define the terms hub, citygate, basis price and know their relevance for natural gas contracts.
• Understand how natural gas is traded including common types of natural gas trades.
• Describe Henry Hub’s role in setting the basis price for U.S. natural gas trades.
• Assess the relationship between spot and forward prices in the natural gas market.
Vivek Chandra. Fundamentals of Natural Gas: An International Perspective.
Chapter 1 .........................The Basics
Candidates, after completing this reading, should be able to:
• Describe the relationship between liquefied petroleum gas, natural gas liquids and condensates.
• Define wet, dry, sweet, sour and associated natural gas.
• Identify the common units of measure for natural gas.
• Describe how subsurface processes convert organic matter into hydrocarbons.
• Summarize the system for classifying reserves used by the Society of Petroleum Engineers.
• Calculate the gas/oil ratio for a given field.
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2013 Energy Risk Professional (ERP®) Examination AIM Statements
Chapter 2.........................Transport and Storage
Candidates, after completing this reading, should be able to:
• Summarize the fundamentals of natural gas pipeline transportation.
• Describe the benefits of liquefying natural gas.
• Understand empirical measures associated with liquefied natural gas (LNG) including the energy content
of LNG.
• Understand the economics of each stage of the LNG chain.
• Summarize the reasons why natural gas is stored.
• Compare and contrast the common structures used for storing natural gas.
Chapter 4 ........................Contracts and Project Development
Candidates, after completing this reading, should be able to:
• Understand the mechanics and terms of a gas sales agreement (GSA) including take-or-pay obligations,
nominations and force majeure.
• Compare the terms of the sale and purchase of LNG versus natural gas.
• Understand why some regions index LNG prices to crude oil (i.e. the JCC price in Japan); calculate an LNG
price using a crude oil index.
• Describe the process for developing a natural gas project, including the various types of contractual
agreements used.
1.5 Liquefied Natural Gas (LNG)
10. Inkpen and Moffett. The Global Oil and Gas Industry: Management, Strategy and Finance.
• Chapter 9.....................Liquefied Natural Gas (LNG)
11. PriceWaterhouseCoopers. Todays LNG Market Dynamics (May 2010).
Freely available on the GARP Digital Library.
AIMS:Inkpen and Moffett. The Global Oil and Gas Industry: Management, Strategy and Finance.
Chapter 9 ........................Liquefied Natural Gas (LNG)
Candidates, after completing this reading, should be able to:
• Identify regional trends in the global LNG trade.
• Summarize the business and financial arrangements used in LNG production and transportation.
• Understand the operation of an LNG train and describe the liquefaction process.
• Compare and contrast three types of shipping contracts: Free On Board (FOB), Cargo, Insurance and Freight
(CIF) and Delivered Ex Ship (DES).
• Describe the Gorgon LNG project in Australia and explain some of its specific challenges.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 9
PriceWaterhouseCoopers. Todays LNG Market Dynamics.
Candidates, after completing this reading, should be able to:
• Identify the factors that may affect the long-term supply of LNG, including unconventional reserves and
floating production sites.
• Define the term “stranded gas.”
• Apply the methodology used for pricing natural gas in Asian markets.
• Understand why global LNG prices may converge to a single market price and why short-term contracts
are expected to become the industry standard.
1.6 Unconventional Products
12. Deutsche Bank. Oil and Gas for Beginners: A Guide to the Oil and Gas Industry (September 2010).
Sections on Canada’s Oil Sands, Gas-to-Liquids (GTL), Coal Bed Methane, and Tight & Shale Gas only.
Freely available on the GARP Digital Library.
13. Michael Toman, Aimee E. Curtright, David S. Ortiz, Joel Darmstadter, Brian Shannon. Unconventional Fossil-
Based Fuels: Economic and Environmental Trade-Offs (Santa Monica, CA: Rand, 2008).
• Chapter 4 ....................Oil Sands and Synthetic Crude Oil
Freely available on the GARP Digital Library.
AIMS:Deutsche Bank. Oil and Gas for Beginners: A Guide to the Oil and Gas Industry.
Sections on Canada’s Oil Sands, Gas-to-Liquids (GTL), Coal Bed Methane, and Tight & Shale Gas only.
Candidates, after completing this reading, should be able to:
• Describe how bitumen is extracted from oil sands via mining techniques and understand the conditions
where mining is possible.
• Compare and contrast the two methods of in-situ extraction, Steam Assisted Gravity Drainage (SAGD) and
Cyclic Steam Stimulation (CSS).
• Summarize the cost structure of oil sands development, including upfront, marginal and cash costs.
• Describe Gas-to-Liquids (GTL) technology and explain the benefits and drawbacks related to the
commercialization of GTL projects.
• Understand the Fischer-Tropsch (F-T) process for converting gas to liquid and identify the main commodities
produced in the GTL process.
• Describe coal bed methane (CBM), identify the locations of major CBM resources and summarize the process
for extracting gas from CBM.
• Understand tight gas and shale gas formations, identify where major tight and shale gas resources can be
found and describe the extraction process for each.
• Compare horizontal drilling and fracking.
• Describe the environmental considerations associated with CBM and tight gas and shale gas extraction.
10 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
Michael Toman, Aimee E. Curtright, David S. Ortiz, Joel Darmstadter, Brian Shannon. Unconventional Fossil-
Based Fuels: Economic and Environmental Trade-Offs.
Chapter 4 ........................Oil Sands and Synthetic Crude Oil
Candidates, after completing this reading, should be able to:
• Identify the products produced from bitumen.
• Summarize the methods of bitumen extraction from oil-sands and potential constraints on the various
extraction methods.
• Understand how natural gas prices affect the economics of synthetic crude oil production.
1.7 Global Gas Price Formation
14. International Gas Union. Wholesale Gas Price Formation—A Global View of Price Drivers and Regional Trends.
(June 2011).
Sections: 1, 2, 3, 4, 5, 8, 9 and 10 only.
Freely available on the GARP Digital Library.
AIMS:International Gas Union.Wholesale Gas Price Formation—A Global View of Price Drivers and Regional Trends.
Sections: 1, 2, 3, 4, 5, 8, 9 and 10 only.
Candidates, after completing this reading, should be able to:
• Understand and apply the following natural gas pricing terms: wellhead price, border/beach price, hub price,
citygate price, end user price and netback price.
• Describe potential short, medium and long-term supply-side and demand-side drivers for natural gas prices.
• Summarize the eight key mechanisms for pricing gas and identify the geographic regions where each
mechanism is most prevalent.
• Summarize the recent development of regional trends in gas pricing mechanisms over time.
• Describe the relationship between a local gas pricing mechanism, the observed market price and the
hypothetical market-clearing price.
• Identify the factors that influence the volatility of natural gas prices, including oil-linked prices.
• Assess the relationship between price volatility and natural gas supply across various hypothetical price levels.
1.8 Coal
15. James Speight. Handbook of Coal Analysis (Wiley-Interscience, 2005).
• Chapter 1......................Coal Analysis
AIMS:James Speight. Handbook of Coal Analysis.
Chapter 1 .........................Coal Analysis
Candidates, after completing this reading, should be able to:
• Identify the four major grades (or ranks) of coal.
• Understand why certain ranks of coal are more valuable than others.
• Describe the terms accuracy and precision in relation to coal sampling.
• Understand the factors that go into the classification of a given sample of coal.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 11
ELECTRICITY PRODUCTION AND DISTRIBUTION—Exam Weight | 10%
• Generation and Distribution of Power
• Practical Application of Electricity Spot Market Models
• Hydro and Nuclear Power Generation
Readings for Electricity Production and Distribution—16 Questions
2.1 Generation and Distribution of Power
1. Davis W. Edwards. Energy Trading and Investing (New York: McGraw-Hill, 2010).
• Chapter 2.2 .................Electricity
• Chapter 4.2 .................The Generation Stack
• Chapter 4.3.................Tolling Agreements
2. Chris Harris. Electricity Markets: Pricing, Structures and Economics
(West Sussex, England: John Wiley & Sons, 2006).
• Chapter 7.....................Location Models (Sections 7.4 and 7.5 only)
AIMS:Davis W. Edwards. Energy Trading and Investing.
Chapter 2.2 .....................Electricity
Candidates, after completing this reading, should be able to:
• Summarize the elements of standard market design.
• Understand how regional electricity markets operate and the role of the RTO/ISO in market operations.
• Explain when a generator would be activated out-of-merit-order.
• Define nodes, zones, and hubs and explain their role in electricity distribution.
• Define heat rate and spark spread and explain how each is used to set market prices.
Chapter 4.2 .....................The Generation Stack
Candidates, after completing this reading, should be able to:
• Summarize the behavior of power providers in the generation stack.
• Define dispatch stack, understand its mechanics and explain how the clearing price of power is determined
by power providers in a dispatch stack.
• Compare and contrast day-ahead and real-time markets and summarize the advantages and disadvantages
of participating in each.
• Define baseload, mid-merit and peaking suppliers and summarize characteristics of each.
• Understand optimal bidding strategies and how bidding strategies result in cost discovery.
• Calculate the implied market heat rate for a generation stack.
• Describe how changes in fuel prices impact the generation stack and heat rates.
• Describe the impact of intermittent power producers on marginal power prices.
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2013 Energy Risk Professional (ERP®) Examination AIM Statements
Chapter 4.3 .....................Tolling Agreements
Candidates, after completing this reading, should be able to:
• Describe the role of a power marketer.
• Calculate the net profit of a tolling agreement.
• Describe the risks associated with a tolling agreement.
• Understand the dispatch rate and its application.
Chris Harris. Electricity Markets: Pricing, Structures and Economics.
Chapter 7.........................Location Models (Sections 7.4 and 7.5 only)
Candidates, after completing this reading, should be able to:
• Describe why locational issues are important for electrical systems; summarize the requirements for
locational pricing.
• Understand the zonal, nodal, and postage stamp pricing models and the role of financial transmission rights
in the distribution of electricity.
2.2 Practical Application of Electricity Spot Market Models
3. Sally Hunt. Making Competition Work in Electricity (New York: John Wiley & Sons, Inc., 2002).
• Chapter 8.....................Details of the Integrated Trading Model
4. PJM Interconnection. How RTOs Establish Spot Market Prices (September 2007).
Freely available on the GARP Digital Library.
5. Henry Louie and Kai Strunz. Locational Marginal Pricing in North American Power Systems.
Freely available on the GARP Digital Library.
6. PJM Interconnection. Financial Transmission Rights (July 2009).
Sections 1, 2, 6 and 8 only.
7. Nord Pool Spot. The Nordic Electricity Exchange and Model for a Liberalized Electricity Market.
Freely available on the GARP Digital Library.
AIMS:Sally Hunt. Making Competition Work in Electricity.
Chapter 8 ........................Details of the Integrated Trading Model
Candidates, after completing this reading, should be able to:
• Contrast demand bidding, capacity payments, and capacity obligations.
• Describe the impact of demand response.
• Define constraint and its effect on electricity markets.
• Understand congestion management and calculate congestion costs.
• Describe how day-ahead markets operate and how contracts are scheduled in the PJM market.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 13
PJM Interconnection. How RTOs Establish Spot Market Prices.
Candidates, after completing this reading, should be able to:
• Describe the role of a Regional Transmission Organization (RTO) in the operation of a deregulated electricity
market, particularly the spot market.
• Understand how uniform price auctions operate and how they establish retail electricity prices in a
deregulated market.
• Compare a set of auction bids and determine how they affect an RTO’s purchase and dispatch decisions.
• Describe the term least-cost and explain how it affects the spot price in a deregulated electricity market.
• Assess congestion on an electric grid and explain how it affects an RTO’s operational decisions.
• Describe how generators operating in reserve affect spot electricity prices.
Henry Louie and Kai Strunz. Locational Marginal Pricing in North American Power Systems.
Candidates, after completing this reading, should be able to:
• Explain the locational marginal pricing (LMP) structure.
• Understand how congestion affects electricity prices, and how LMP pricing is employed to reduce
congestion costs.
• Calculate the LMP given a set of market data and electric grid constraints.
PJM Interconnection. Financial Transmission Rights.
Sections 1, 2, 6 and 8 only.
Candidates, after completing this reading, should be able to:
• Explain how Financial Transmission Rights (FTRs) are used to manage congestion on an electric grid.
• Calculate the value of an FTR when given a set of market and grid parameters.
• Define Auction Revenue Rights (ARR), and explain their valuation in relation to FTRs.
• Identify the types of FTRs offered and explain how each is used to manage congestion within the system.
• Describe how winning bids in an FTR auction are determined and how FTR clearing prices are set.
• Calculate an FTR settlement given day-ahead price quotes and other market information.
Nord Pool Spot. The Nordic Electricity Exchange and Model for a Liberalized Electricity Market.
Candidates, after completing this reading, should be able to:
• Identify the stakeholders in a liberalized electricity market.
• Describe the role and duties of the Transmission System Operator (TSO) in a deregulated market.
• Summarize the process a TSO uses to manage supply and demand on the electric grid.
• Calculate the settlement (payment) for a quantity of dispatched/consumed power under NORD Pool rules.
• Understand how up-regulation and down-regulation pricing ensures efficient operation of the NORD
Pool market.
14 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
2.3 Hydro and Nuclear Power Generation
8. Tom Fogarty and Robert Lamb. Investing in the Renewable Power Market.
(Hoboken, NJ: John Wiley & Sons, Inc., 2012).
• Chapter 14...................Nuclear
• Chapter 15 ...................Hydropower
AIMS:Tom Fogarty and Robert Lamb. Investing in the Renewable Power Market.
Chapter 14.......................Nuclear
Candidates, after completing this reading, should be able to:
• Compare the cost structure of nuclear plants to other sources of energy.
• Understand the economics of a geological disposal facility (GDF).
• Describe how global nuclear policy changed after the Fukushima incident.
• Explain the importance of the Chinese market in next-generation nuclear power plant development.
Chapter 15 .......................Hydropower
Candidates, after completing this reading, should be able to:
• Understand the economic challenges faced by U.S. hydro power producers.
• Describe the operations and maintenance cost associated with hydro plants.
• Identify the common cost structures and financial outlays associated with hydropower plant operations.
• Understand the availability of hydropower relative to other renewable power sources.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 15
RENEWABLE ENERGY—Exam Weight | 10%
• Overview of Renewable Markets
• Wind and the European Electricity Market
• Project Finance for Renewable Energy
• Trends in Carbon Pricing and Emissions Trading
Readings for Renewable Energy—16 Questions
3.1 Overview of Renewable Markets
1. Geoffrey Heal. The Economics of Renewable Energy (2009).
Freely available on the GARP Digital Library.
2. Govinda Timilsina and Ashish Shrestha. Biofuels: Markets, Targets and Impacts (The World Bank, July 2010).
Sections 1, 2, 3, 4 and 5 only.
Freely available on the GARP Digital Library.
3. Tom Fogarty and Robert Lamb. Investing in the Renewable Power Market
(Hoboken, NJ: John Wiley & Sons, Inc., 2012).
• Chapter 16 ...................Geothermal
AIMS:Geoffrey Heal. The Economics of Renewable Energy.
Candidates, after completing this reading, should be able to:
• Summarize the capital intensive nature of renewable energy projects and the economic impact relative to
fossil fuel based projects.
• Explain the “social cost” of using fossil fuels.
• Identify the four parameters used to assess investment in renewable projects.
• Calculate the capacity factor for a wind or solar plant given a set of market parameters.
• Explain how the price of carbon affects the cost of electricity.
• Describe the relative viability of each major source of renewable power (i.e. wind, solar, etc).
• Understand the disadvantages wind and solar power plants have when bidding into day-ahead electricity
markets.
Govinda Timilsina and Ashish Shrestha. Biofuels: Markets, Targets and Impacts.
Sections 1, 2, 3, 4 and 5 only.
Candidates, after completing this reading, should be able to:
• Explain the difference between first and second-generation biofuels.
• Identify countries that produce the greatest volume of ethanol and other biofuels.
• Describe the current and potential future drivers of international biofuel trade.
• Describe the cost structure associated with biofuel production.
16 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
Tom Fogarty and Robert Lamb. Investing in the Renewable Power Market.
Chapter 16.......................Geothermal
Candidates, after completing this reading, should be able to:
• Compare the relative advantages and disadvantages of dry steam and flash steam technologies.
• Define a binary-cycle geothermal power plant and understand its advantages.
• Explain geothermal “hot spots,” understand what geological conditions create them, and their relevance to
geothermal power.
• Describe direct-exchange and closed-loop geothermal heat pump systems and compare the strengths and
weaknesses of each.
• Understand Enhanced Geothermal Systems (EGS) and their risks.
3.2 Wind and the European Electricity Market: A Practical Application of Renewable Power
4. European Wind Energy Association. The Economics of Wind Energy (March 2009).
Freely available on the GARP Digital Library.
5. European Wind Energy Association. Creating the Internal Energy Market in Europe (September 2012).
Freely available on the GARP Digital Library.
AIMS:European Wind Energy Association. The Economics of Wind Energy.
Candidates, after completing this reading, should be able to:
• Compare the typical expense structures for onshore and offshore wind turbine installations.
• Compare the cost structure of wind generation to conventional carbon-based generation.
• Understand the main components of wind turbine installations and identify the technical factors that
determine turbine pricing.
• Understand and compare the relative strengths and weaknesses of factors used to measure the productivity
of a wind turbine installation.
• Construct and interpret a power curve, and explain the relationship between wind speeds and a wind
turbine’s production.
• Describe the geographical factors that impact the productivity of a wind turbine.
• Understand the tradeoffs between capacity factor and installation costs.
• Identify and assess the risks associated with wind project development and explain methods for risk mitigation.
• Identify and compare the economic incentives for wind generation and assess examples of each.
• Understand the operating mechanics of quantity-based market schemes including green certificate models
and renewable energy tenders.
• Understand the relationship between wind power production and balancing costs.
• Explain the relative price level at which wind power enters the power supply curve, and its impact on spot
electricity prices.
• Understand the relationship between the regulatory treatment of externalities and the choice of technology
used in energy production.
• Define the oil-GDP effect and explain how renewable energy can mitigate its impact.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
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• Distinguish between “uncertain” and “unpredictable” in the context of fuel prices and explain the implications
with respect to modeling fuel price risks.
• Summarize the benefits of the market-based approach to modeling cost of electricity (COE) and explain why
the market based-model may be preferable in capturing fuel price risk.
European Wind Energy Association. Creating the Internal Energy Market in Europe.
Candidates, after completing this reading, should be able to:
• Understand the merit order effect in the electricity spot market and explain how wind power supply impacts
the market clearing price of power during periods of high and low wind speed.
• Describe the advantages of an intraday market for power generators and system operators.
• Explain the mechanics of the balancing market and differentiate between a single-price and a dual-price
imbalance mechanism.
• Identify risks faced by wind power generators and explain how government incentives shield wind producers
from these risks.
• Define market coupling and differentiate between price coupling and volume coupling.
• Describe the mechanics of coupling and understand how the process of coupling reduces the volatility of
energy prices.
• Describe the roadmap for the implementation of coupling in the EU.
• Define the capacity credit of wind power and understand the relationship between capacity credit and
trading zone size.
3.3 Project Finance for Renewable Energy
6. Chris Grobey, John Pierce, Michael Faber and Greg Broome. Project Finance Primer for Renewable Energy and
Clean Tech Projects (August 2010).
Freely available on the GARP Digital Library.
AIMS:Chris Grobey, John Pierce, Michael Faber and Greg Broome. Project Finance Primer for Renewable Energy and
Clean Tech Projects.
Candidates, after completing this reading, should be able to:
• Describe project finance, and explain the structure of a typical project finance agreement.
• Differentiate between project finance and merchant finance.
• Understand the importance of power purchase agreements (PPAs) in securing project finance.
• Identify the primary stakeholders in a project finance agreement.
• Identify key financial and operational conditions under which it would be advantageous to enter into a
project financing agreement.
• Describe the process of raising equity for a renewable project.
• Compare different loan structures which can be used to raise project debt for a renewable project.
• Explain how project revenues are distributed to stakeholders (i.e. the project “waterfall”).
• Describe key U.S. government incentive structures for renewable energy projects, including production tax
credits (PTCs), investment tax credits (ITCs), and accelerated depreciation.
• Explain the tax structures used to monetize available project subsidies.
18 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
3.4 Trends in Carbon Pricing and Emissions Trading
7. Joseph E. Aldy and Robert N. Stavins. The Promise and Problems of Carbon Pricing: Theory and Experience
(Harvard Environmental Economics Program, October 2011).
Freely available on the GARP Digital Library.
8. Larry Parker. Climate Change and the EU-Emissions Trading Scheme (ETS): Looking to 2020
(U.S. Congressional Research Service, January 2010).
Freely available on the GARP Digital Library.
AIMS:Joseph E. Aldy and Robert N. Stavins. The Promise and Problems of Carbon Pricing: Theory and Experience.
Candidates, after completing this reading, should be able to:
• Compare and contrast the technology-based and performance-based standards associated with climate
change policy.
• Identify the critical elements to be considered when implementing a cap-and-trade system.
• Understand the mechanics of an emission-reduction credit (ERC) system.
• Assess the impact of potential cuts in fossil fuel subsidies on global oil consumption.
• Understand the mechanics by which the Kyoto Protocol’s Clean Development Mechanism (CDM) can motivate
greenhouse gas reductions in developing countries.
• Describe measures that can be implemented to allow international coordination of climate change policies.
Larry Parker. Climate Change and the EU-Emissions Trading Scheme (ETS): Looking to 2020.
Candidates, after completing this reading, should be able to:
• Describe the ETS system; assess the greenhouse gas reduction commitment under the ETS and identify the
industries covered.
• Understand how an auction system can address the issue of windfall profits that often accrue to power
producers under a cap and trade program like the ETS.
• Identify key changes to be implemented in Phase III of the ETS, and identify the regions where free carbon
allowances will be permitted in phase III of the ETS.
• Understand how carbon allowances will be phased out for non-power producing industries under phase III
of the ETS.
• Describe the EU ETS provisions that will support industries in energy intensive, trade-exposed areas.
• Summarize the major challenges faced by the EU in its implementation of the ETS program and explain how
these lessons could be applied to the potential implementation of a cap and trade program in the U.S.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
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FINANCIAL PRODUCTS AND RISK MANAGEMENT
FINANCIALLY TRADED PRODUCTS—Exam Weight | 15%
• Forwards and Exchange Traded Futures
• Energy Commodity Swaps
• Energy Options
• Exotic Options and Structured Products
• Hedging Energy Commodity Risk
• Spread Trading in Energy Commodities
• OTC Derivative Trade Process
• Real Options
Readings for Financially Traded Products and Real Options—24 Questions
4.1 Forwards and Exchange Traded Futures
1. Helyette Geman. Commodities and Commodity Derivatives, Modeling and Pricing for Agriculture, Metals and
Energy (New York, NY: John Wiley & Sons, Inc., 2005).
• Chapter 1......................Futures (Sections 1.1, 1.2, 1.3 and 1.4 only)
2. Robert McDonald. Derivatives Markets 3rd Edition (Boston, MA: Addison-Wesley, 2013).
• Chapter 5.....................Financial Forwards and Futures Contracts (Section 5.4 only)
• Chapter 6.....................Commodity Forwards and Futures (Sections 6.1, 6.2, 6.3, 6.6, 6.7 and 6.8 only)
AIMS:Helyette Geman. Commodities and Commodity Derivatives, Modeling and Pricing for Agriculture,
Metals and Energy.
Chapter 1 .........................Futures (Sections 1.1, 1.2, 1.3 and 1.4 only)
Candidates, after completing this reading, should be able to:
• Understand the major risks associated with energy commodity spot transactions.
• Distinguish between ordinary and extraordinary transportation risks.
• Differentiate between spot, forward, and futures transactions, markets, and contracts.
• Explain the roles of hedgers, speculators, and arbitrageurs in commodity markets.
• Explain the conditions for a market to be arbitrage-free.
• Define and calculate basis risk, and the variance of the basis.
• Describe and assess a strategy to hedge basis risk for an energy commodity or energy commodity portfolio.
• Differentiate between an Exchange for Physical and an Alternative Delivery Procedure.
Robert McDonald. Derivatives Markets 3rd Edition.
Chapter 5 ........................Financial Forwards and Futures Contracts (Section 5.4 only)
Candidates, after completing this reading, should be able to:
• Understand the mechanics of a futures position and calculate the margin requirements and profit on an open
futures contract.
• Explain the circumstances under which you would be required to post additional margin (a “margin call”).
• Understand how the mechanics of a futures contract may cause forward and futures prices to diverge.
20 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
Chapter 6 ........................Commodity Forwards and Futures (Sections 6.1, 6.2, 6.3, 6.6, 6.7 and 6.8 only)
Candidates, after completing this reading, should be able to:
• Define the following terms: storage costs, carry markets, lease rate, and convenience yield.
• Explain the basic equilibrium formula for pricing commodity forwards.
• Describe an arbitrage transaction in energy commodity forwards, and compute the potential arbitrage profit.
• Define the lease rate and explain how it determines the no-arbitrage value for commodity forwards and futures.
• Define carry markets, and explain the impact of storage costs and convenience yields on commodity forward
prices and no-arbitrage bounds.
• Compute the forward price of an energy commodity with storage costs.
• Identify factors that impact electricity, natural gas, and oil forward prices.
• Calculate a commodity spread.
• Evaluate the differences between a strip hedge and a stack hedge and explain how these differences impact
risk management.
• Understand how to create a synthetic commodity position, and use it to explain the relationship between the
forward price and the expected future spot price.
• Explain weather risk and the use of weather derivatives as a risk management tool.
• Define heating degree days (HDD) and cooling degree days (CDD) and calculate each using a baseline
temperature.
4.2 Energy Commodity Swaps
3. McDonald. Derivatives Markets, 3rd Edition.
• Chapter 8.....................Swaps (Sections 8.1 and 8.2 only)
4. Vincent Kaminski (ed). Managing Energy Price Risk (London: Risk Books, 2004).
• Chapter 1......................Energy Swaps
5. Fletcher Sturm. Trading Natural Gas, Cash, Futures, Options and Swaps (Tulsa, OK: Pennwell, 1997).
• Chapter 4 ....................(Sections on Basis Swaps, Index Swaps, Swing Swaps and Exchange for Physicals only)
AIMS:McDonald. Derivatives Markets, 3rd Edition.
Chapter 8 ........................Swaps (Sections 8.1 and 8.2 only)
Candidates, after completing this reading, should be able to:
• Describe the mechanics of swaps and the relationship between counterparties.
• Compare prepaid swaps and prepaid forwards.
• Calculate a periodic swap settlement payment for a multiyear energy commodity swap given forward prices
and interest rates.
• Explain how the market value of a swap changes over time and describe factors affecting a swap’s
market value.
• Explain how an implicit lending agreement is contained in a swap and describe how the interest rate is
derived from an interest rate forward curve.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 21
Vincent Kaminski (ed). Managing Energy Price Risk.
Chapter 1 .........................Energy Swaps
Candidates, after completing this reading, should be able to:
• Summarize the types of swap transactions associated with energy commodity markets and describe various
scenarios in which a swap may be employed.
• Calculate the settlement for various types of swap contracts.
• Describe the benefits and challenges faced by the end-user in various energy swap transactions.
• Explain how swap transactions in the energy markets are different than other swaps in other financial or
commodity markets.
• Understand the role of swaps in energy financing structures.
• Describe examples of cross-commodity hedging, specifically the process of hedging jet fuel with crude oil.
Fletcher Sturm. Trading Natural Gas, Cash, Futures, Options and Swaps.
Chapter 4 ........................(Sections on Basis Swaps, Index Swaps, Swing Swaps and Exchange for Physicals only)
Candidates, after completing this reading, should be able to:
Basis and Index Swaps
• Define basis and the forward basis differential as it refers to the natural gas market, and understand the
mechanics of a basis swap.
• Explain the reasons participants enter into basis swaps.
• Calculate the settlement and profitability of a basis swap.
• Understand the factors that affect basis differentials.
• Summarize the mechanics of index swaps and the rationale for entering into an index swap or fixed-float
index swap.
• Calculate the settlement and profitability of a fixed-float index swap.
Swing Swaps
• Describe the mechanics of swing swaps and provide examples of hedging transactions using swing swaps.
• Explain the benefits of using a baseload contract when hedging swing swaps.
• Explain how swing swaps can be used in calendar spread trading.
Exchange for Physical (EFP)
• Define an EFP contract and describe the mechanics of an EFP transaction.
• Explain how buyers and sellers can achieve different effective prices for the same physical gas by using
an EFP.
• Calculate the settlement, profitability and effective price for an EFP transaction.
• Demonstrate how an EFP can be converted into physical index gas, fixed-price physical gas, a futures swap,
or a basis swap.
22 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
4.3 Energy Options
6. Kaminski (ed). Managing Energy Price Risk.
• Chapter 2.....................Energy Options
AIMS:Kaminski (ed). Managing Energy Price Risk.
Chapter 2.........................Energy Options
Candidates, after completing this reading, should be able to:
• Define plain vanilla options; understand the mechanics of call and put options.
• Explain put/call parity and understand its relationship to future and forward prices.
• Define the terms intrinsic value and time value and understand their application.
• Explain the difference between American, Asian and European options.
• Describe delta hedging and understand how an option delta is derived.
• Understand and apply the concepts of theta, gamma, vega, and rho for option positions.
• Identify the key inputs for an energy commodity option pricing model; understand the impact that each has
on the calculation of the price.
• Define caps, collars and floors and understand their application.
• Calculate a bull and/or bear spread.
4.4 Exotic Options and Structured Products
7. Kaminski (ed). Managing Energy Price Risk.
• Chapter 3.....................Energy Exotic Options
AIMS:Kaminski (ed). Managing Energy Price Risk.
Chapter 3.........................Energy Exotic Options
Candidates, after completing this reading, should be able to:
• Compare exotic options to plain vanilla options.
• Calculate the settlement of an exotic option.
• Understand how exotic options are valued.
• Describe the importance of correlation in valuing options on two or more commodities.
• Identify and assess path dependent options.
• Understand the market conditions where multi-commodity options would be used to hedge risk exposures.
• Define daily options and take-or-pay options.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 23
4.5 Spread Trading in Energy Commodities
8. Steven Errera and Stewart L. Brown. Fundamentals of Trading Energy Futures & Options, 2nd Edition
(Tulsa, OK: PennWell Books, 2002).
• Chapter 4 ....................Speculation and Spread Trading
AIMS:Steven Errera and Stewart L. Brown. Fundamentals of Trading Energy Futures & Options, 2nd Edition.
Chapter 4 ........................Speculation and Spread Trading
Candidates, after completing this reading, should be able to:
• Assess the position a trader would take if the spread on two commodities is considered too wide or too narrow.
• Understand intermarket spreads and their application.
• Define crack and spark spreads, understand how they are derived and explain their application.
4.6 OTC Derivative Trade Process
9. Nichole Framularo. OTC Commodity Derivatives Trade Processing Lifecycle Events (ISDA Working Paper, April 2012).
Freely available on the GARP Digital Library.
AIMS:Nichole Framularo. OTC Commodity Derivatives Trade Processing Lifecycle Events.
Candidates, after completing this reading, should be able to:
• Understand the key features of the OTC commodity derivatives market.
• Summarize the steps involved in processing an OTC trade and understand the action required in each step
(Trade Capture, Controls Processing, etc.).
• Identify the market pricing services used to settle OTC energy contracts (i.e. PlattsGas Daily) and understand
how physical delivery may impact the settlement value.
• Explain the importance of automation (i.e. “straight-through-processing”) in clearing OTC energy trades;
describe the benefits and weaknesses of a settlement matching process.
• Describe how OTC clearing affects market transparency.
4.7 Real Options
10. McDonald. Derivatives Markets, 3rd Edition.
• Chapter 17 ...................Real Options
11. William Bailey, Benoit Couet, Ashish Bhandari, Soussan Faiz, Sunaram Srinivasan and Helen Weeds.
Unlocking the Value of Real Options (Oilfield Review Winter 2003/2004).
Freely available on the GARP Digital Library.
24 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
AIMS:McDonald. Derivatives Markets, 3rd Edition.
Chapter 17 .......................Real Options
Candidates, after completing this reading, should be able to:
• Define real options and compare a real option to invest in a physical investment project to a financial call option.
• Apply the NPV rule for making investment decisions.
• Calculate risk-neutral probabilities associated with a project and the value of a project using a binomial tree.
• Relate real option investment decisions to their analogous option strategies.
• Explain why the economic payoff from a peak-load plant is similar to a spread option.
• Describe why the option to abandon a project at multiple stages can be valuable.
• Explain how real options may allow a project to be accepted even though its static NPV is negative.
• Calculate the value of a project that includes an option to delay investment.
• Explain how price uncertainty and volatility affect a project’s optimal timing.
• Describe how an option to shut down and an option to restart production affect the valuation of a project.
• Explain the challenges of estimating future cash flows and discount rates.
William Bailey, Benoit Couet, Ashish Bhandari, Soussan Faiz, Sunaram Srinivasan and Helen Weeds.
Unlocking the Value of Real Options.
Candidates, after completing this reading, should be able to:
• Explain how NPV is used to make investment decisions in a gas/oil field.
• Explain how oil companies specifically use real option valuation.
• Understand how a binomial lattice is used for valuation of an asset or option.
• Identify the real options choices used in energy projects and the circumstances in which they are applied.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 25
PRICE FORMATION, MARKET RISK AND VALUATION—Exam Weight | 15%
• Fundamental Probability, Statistics and Modeling Principles
• Energy Spot Price Formation
• Energy Forward Curves
• Modeling Energy Forward Curves
• Energy Price Volatility
• Market Risk Evaluation
• Financial Option Valuation Models
Readings for Price Formation, Market Risk and Valuation—24 Questions
5.1 Fundamental Probability, Statistics and Modeling Principles
1. Michael Miller. Mathematics and Statistics for Financial Risk Management
(Hoboken, NJ: John Wiley & Sons, Inc., 2012).
• Chapter 2.....................Probabilities
• Chapter 3.....................Basic Statistics
2. Dragana Pilipovic. Energy Risk: Valuing and Managing Energy Derivatives, 2nd Edition
(New York, NY: McGraw Hill, 2007).
• Chapter 3.....................Modeling Principles and Market Behavior (Sections 3.6 and 3.7 only)
• Chapter 4 ....................Essential Statistical Tools
AIMS:Michael Miller. Mathematics and Statistics for Financial Risk Management.
Chapter 2.........................Probabilities
Candidates, after completing this reading, should be able to:
• Define continuous and discrete random variables.
• Distinguish between the probability density function, the cumulative distribution function and the inverse
cumulative distribution function.
• Distinguish between independent and mutually exclusive events.
• Define joint probability, describe a probability matrix and calculate joint probabilities using probability matrices.
• Define and calculate a conditional probability, and distinguish between conditional and unconditional
probabilities.
• Understand and apply Bayes’ Theorem.
Chapter 3.........................Basic Statistics
Candidates, after completing this reading, should be able to:
• Define, calculate, and interpret the mean, standard deviation, and variance of a random variable.
• Define, calculate, and interpret the covariance and correlation between two random variables.
• Calculate and interpret the variance for a portfolio and understand the derivation of the minimum variance
hedge ratio.
• Describe the four central moments of a statistical variable or distribution: mean, variance, skewness and kurtosis.
• Interpret the skewness and kurtosis of a statistical distribution.
26 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
Dragana Pilipovic. Energy Risk: Valuing and Managing Energy Derivatives, 2nd Edition.
Chapter 3.........................Modeling Principles and Market Behavior (Sections 3.6 and 3.7 only)
Candidates, after completing this reading, should be able to:
• Define the elements of an energy price model.
• Define convenience yield and identify short-term and long-term factors that affect the convenience yield.
• Define and calculate the cost of risk.
• Describe the characteristics of a lognormal and mean-reverting model.
Chapter 4 ........................Essential Statistical Tools
Candidates, after completing this reading, should be able to:
• Describe the characteristics and application of a time series analysis and distribution analysis.
• Differentiate between normal and lognormal distributions and their application.
• Differentiate and explain the application of statistical tests used in data analysis including the Q-Q plot,
autocorrelation test, mean-squared error and R-squared error.
• Understand how statistical tools are used to assess the effectiveness of energy price models.
5.2 Energy Spot Price Formation
3. Les Clewlow and Chris Strickland. Energy Derivatives: Pricing and Risk Management
(London: Lacima Publications, 2000).
• Chapter 2.....................Understanding and Analyzing Spot Prices
4. Pilipovic. Energy Risk: Valuing and Managing Energy Derivatives, 2nd Edition.
• Chapter 5.....................Spot Price Behavior
AIMS:Les Clewlow and Chris Strickland. Energy Derivatives: Pricing and Risk Management.
Chapter 2.........................Understanding and Analyzing Spot Prices
Candidates, after completing this reading, should be able to:
• Define mean reversion and understand its impact on spot price formation.
• Identify modifications to the Black-Scholes-Merton model required to better replicate energy spot price behavior.
• Understand why energy price jumps occur, describe the impact of jumps on spot price behavior, and explain
how jumps can be simulated.
• Describe how seasonality is accounted for in energy spot price estimation.
Pilipovic. Energy Risk: Valuing and Managing Energy Derivatives, 2nd Edition.
Chapter 5 ........................Spot Price Behavior
Candidates, after completing this reading, should be able to:
• Differentiate between a lognormal price model and mean-reverting model; compare the effectiveness of
each in explaining energy spot price behavior.
• Explain the process of calibrating parameters using time series analysis and understand the impact of
seasonality adjustments on spot price models.
• Describe the weakness in using a single-factor mean-reverting model to value longer term options.
• Understand how distribution analysis is used to assess the effectiveness of an energy spot price model.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
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5.3 Energy Forward Curves
5. Clewlow and Strickland. Energy Derivatives: Pricing and Risk Management.
• Chapter 4 ....................Energy Forward Curves
6. Pilipovic. Energy Risk: Valuing and Managing Energy Derivatives, 2nd Edition.
• Chapter 6.....................The Forward Price Curve (Sections 6.1, 6.2, 6.3, 6.4 and 6.5 only)
7. Helyette Geman (ed). Risk Management in Commodity Markets: From Shipping to Agriculturals and Energy
(Hoboken, NJ: John Wiley & Sons, Inc., 2008).
• Chapter 2.....................Forward Curve Modeling in Commodity Markets
AIMS:Clewlow and Strickland. Energy Derivatives: Pricing and Risk Management.
Chapter 4 ........................Energy Forward Curves
Candidates, after completing this reading, should be able to:
• Compare the cost of carry in a conventional financial futures contract and an energy futures contract.
• Identify the challenges in constructing an energy forward curve.
• Explain why forward electricity curves are different from other energy commodities and summarize the
approaches used to model electricity price data.
• Understand the relationship between the heat rate, input fuel prices and electricity forward curve.
Pilipovic. Energy Risk: Valuing and Managing Energy Derivatives, 2nd Edition.
Chapter 6 ........................The Forward Price Curve (Sections 6.1, 6.2, 6.3, 6.4 and 6.5 only)
Candidates, after completing this reading, should be able to:
• Differentiate between forward and futures contracts.
• Understand the relationship between correlation, margin accounts and forward and future pricing.
• Define contango and backwardation.
• Identify how market factors like seasonality impact the following energy forward curves: crude oil, heating
oil, natural gas, and power.
Helyette Geman (ed). Risk Management in Commodity Markets: From Shipping to Agriculturals and Energy.
Chapter 2.........................Forward Curve Modeling in Commodity Markets
Candidates, after completing this reading, should be able to:
• Identify the factors used to derive a commodity forward curve.
• Contrast the forward curve for seasonal and non-seasonal commodities.
• Define Principal Components Analysis (PCA).
• Apply the results of a PCA to interpret the change in level, slope, and curvature of a forward curve.
• Summarize technical forward curve indicators and their application.
28 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
5.4 Energy Price Volatility
8. Clewlow and Strickland. Energy Derivatives: Pricing and Risk Management.
• Chapter 3.....................Volatility Estimation in Energy Markets (Sections 3.1 and 3.2 only)
9. Pilipovic. Energy Risk: Valuing and Managing Energy Derivatives, 2nd Edition.
• Chapter 8.....................Volatilities (Sections 8.1, 8.2, 8.3, 8.4 and 8.5 only)
AIMS:Clewlow and Strickland. Energy Derivatives: Pricing and Risk Management.
Chapter 3.........................Volatility Estimation in Energy Markets (Sections 3.1 and 3.2 only)
Candidates, after completing this reading, should be able to:
• Summarize the practical challenges of modeling energy price behavior.
• Estimate volatility using historical price data.
• Understand how volatility for a mean-reverting process is different than volatility for a non mean-reverting
process.
• Understand how volatility is scaled including the rational for annualizing price volatility in energy markets.
• Describe the market convention used to derive implied volatility.
• Define volatility smile, explain how it is derived and understand its relationship to implied volatility.
• Identify the weaknesses in applying the Geometric Brownian Motion (GBM) process to energy markets.
• Define homoskedastic, heteroskedastic and leptokurtic.
• Define ARCH and GARCH models and understand their application.
Pilipovic. Energy Risk: Valuing and Managing Energy Derivatives, 2nd Edition.
Chapter 8 ........................Volatilities (Sections 8.1, 8.2, 8.3, 8.4 and 8.5 only)
Candidates, after completing this reading, should be able to:
• Define volatility and explain the relationship between volatility, standard deviation and variance.
• Define market-implied volatility and understand how option implied volatilities are derived.
• Calculate an average longer-term volatility from shorter-term volatilities.
• Explain how caplets can be used to determine a volatility term structure.
5.5 Market Risk Measurement and Management
10. Clewlow and Strickland. Energy Derivatives: Pricing and Risk Management.
• Chapter 10...................Value-at-Risk
11. Alessandro Mauro. “Price Risk Management in the Energy Industry: The Value at Risk Approach,”
Proceedings of the XXII Annual International Conference of the International Association for Energy
Economics (June 9-12, 1999).
Freely available on the GARP Digital Library.
12. Louis Guth and Kristina Sepetys. Value at Risk: Variations on a Theme (Global Energy Business (May/June 2001).
Freely available on the GARP Digital Library.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 29
13. Jose Ramon Aragones, Carlos Blanco, and Kevin Dowd. Incorporating Stress Tests into Market Risk Modeling
(Institutional Investor, Inc. Spring 2001).
Freely available on the GARP Digital Library.
14. Allan Malz, Financial Risk Management: Models, History, and Institutions (Hoboken, NJ: John Wiley & Sons, 2011).
• Chapter 12 ...................Liquidity and Leverage (Sections 12.4, 12.5 and 12.6 only)
15. Frank Fabozzi. The Handbook of Commodity Investing (Hoboken, NJ: John Wiley & Sons, Inc., 2008).
• Chapter 13 ...................Effective Risk Management Strategies for Commodity Portfolios
16. Ludwig Chincarini. A Case Study on Risk Management: Lessons from the Collapse of Amaranth Advisors L.L.C.
Freely available on the GARP Digital Library.
AIMS:Clewlow and Strickland. Energy Derivatives: Pricing and Risk Management.
Chapter 10.......................Value-at-Risk
Candidates, after completing this reading, should be able to:
• Define Value-at-Risk (VaR).
• Compare and contrast the Simple Moving Average (SMA) and Exponentially Weighted Moving Average
(EWMA) method of calculating VaR and provide advantages and disadvantages of each.
• Describe the decay factor in the EWMA model and explain considerations for selecting the decay factor.
• Describe the limitations of VaR as a risk management tool and explain how VaR is calculated for different
confidence levels.
• Calculate the VaR of a two-security portfolio given the correlation coefficient, and explain the relationship
between correlation and VaR.
• Summarize the four main methodologies for calculating VaR: Delta, Delta-Gamma, Historical and Monte
Carlo simulations.
• Understand, summarize and interpret the methodologies for backtesting VaR.
Alessandro Mauro. “Price Risk Management in the Energy Industry: The Value at Risk Approach,” Proceedings
of the XXII Annual International Conference of the International Association for Energy Economics.
Candidates, after completing this reading, should be able to:
• Calculate VaR for a single asset and for a portfolio of assets.
• Use VaR to understand the potential maximum downside risk for different commodity positions.
• Summarize the market conditions that lead to the logical use of VaR as a risk measure for energy commodities.
30 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
Louis Guth and Kristina Sepetys. Value at Risk: Variations on a Theme.
Candidates, after completing this reading, should be able to:
• Compare Cashflow at Risk (C-far), Earnings-at-Risk (EaR), and Profit-at-Risk (PaR).
• Describe the purpose of cash flow mapping.
• Describe extreme value theory (EVT) and explain the process and benefits of using EVT in the calculation
of VaR.
• Explain reasons why PaR is superior to VaR in managing risk at energy firms such as electricity producers.
• Define the breakpoint associated with physical energy delivery and compare the assumptions inherent in
PaR and VaR calculations with respect to the breakpoint.
• Describe how EaR is calculated and explain how hedging decisions are captured in an EaR framework.
• Explain how the C-far model can be used in strategic planning, investor communications and risk management.
Jose Ramon Aragones, Carlos Blanco, and Kevin Dowd. Incorporating Stress Tests into Market Risk Modeling.
Candidates, after completing this reading, should be able to:
• Know why an organization would engage in stress testing; understand how a stress test would be used in
conjunction with Value-at-Risk models.
• Identify the three main types of stress tests.
• Explain how stress testing would be incorporated in an organization’s overall risk management strategy.
• Discuss the shortcomings of stress testing.
Allan Malz, Financial Risk Management: Models, History, and Institutions.
Chapter 12 .......................Liquidity and Leverage (Sections 12.4, 12.5 and 12.6 only)
Candidates, after completing this reading, should be able to:
• Define and differentiate between sources of liquidity risk, including transactions liquidity risk, balance
sheet/funding liquidity risk and systemic risk.
• Describe the characteristics used to measure market liquidity, including tightness, depth and resiliency, and
understand how a lack of liquidity manifests itself in market behavior and pricing.
• Identify the main sources of transactions liquidity risk.
• Calculate the expected transactions cost and the 99 percent spread risk factor for a given transaction.
• Calculate the liquidity-adjusted VaR for a given position to be liquidated over a specified number of
trading days.
• Understand the relationship between systemic risk and liquidity.
Frank Fabozzi. The Handbook of Commodity Investing.
Chapter 13 .......................Effective Risk Management Strategies for Commodity Portfolios
Candidates, after completing this reading, should be able to:
• Explain the importance of incorporating market data into risk assessments.
• Describe how risk events can affect inter-commodity correlations.
• Apply Front Month Equivalents (FME) in stress test scenarios for a given set of inputs.
• Calculate the Market Impact cost for a hypothetical position.
• Explain the potential impact of operational risk on an energy commodity portfolio.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 31
Ludwig Chincarini. A Case Study on Risk Management: Lessons from the Collapse of Amaranth Advisors L.L.C.
Candidates, after completing this reading, should be able to:
• Explain the reasons for the collapse of Amaranth Advisors LLC.
• Describe the mechanics and rationale for the long winter, short non-winter trading strategy used by Amaranth.
• Explain how Amaranth was able to maintain a net position above NYMEX position limit guidelines and
summarize its implications.
• Explain the relative impact of market risk and liquidity risk on Amaranth’s portfolio.
• Describe the role of funding risk in Amaranth’s collapse.
5.6 Option Valuation Models
17. Pilipovic. Energy Risk: Valuing and Managing Energy Derivatives, 2nd Edition.
• Chapter 10...................Option Valuation
AIMS:Pilipovic. Energy Risk: Valuing and Managing Energy Derivatives, 2nd Edition.
Chapter 10.......................Option Valuation
Candidates, after completing this reading, should be able to:
• Describe the strengths and weaknesses of using closed-form models to value options.
• Explain how and why approximations are used with closed-form models.
• Explain how modeling limitations can lead to volatility smiles.
• Calculate the value of an option using a binomial or trinomial tree.
32 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
CREDIT AND COUNTERPARTY RISK—Exam Weight | 10%
• Credit and Counterparty Risk Assessment and Management
• Fundamentals of Central Counterparty Clearing
Readings for Credit and Counterparty Risk—16 Questions
6.1 Credit and Counterparty Risk Assessment and Management
1. Fraser and Simpkins. Enterprise Risk Management: Today’s Leading Research and Best Practices for
Tomorrow’s Executives (Hoboken, NJ: John Wiley & Sons, 2010).
• Chapter 15 ...................Credit Risk Management
2. Burger, Graeber, and Schindlmayr. Managing Energy Risk: An Integrated View on Power and Other Energy
Markets (West Essex, England: John Wiley & Sons, 2007).
• Chapter 6.3 .................Risk Management (Credit Risk)
3. Allan Malz, Financial Risk Management: Models, History, and Institutions (Hoboken, NJ: John Wiley & Sons, 2011).
• Chapter 6.....................Credit and Counterparty Risk
4. Jon Gregory, Counterparty Credit Risk: The New Challenge for Global Financial Markets
(West Sussex, UK: John Wiley & Sons, 2010).
• Chapter 2.....................Defining Counterparty Credit Risk
• Chapter 3.....................Mitigating Counterparty Credit Risk
• Chapter 4 ....................Quantifying Counterparty Exposure I (Sections 4.1 and 4.2 only)
• Chapter 5.....................Quantifying Counterparty Exposure II
• Chapter 7.....................Pricing Counterparty Credit Risk I (Sections 7.1 and 7.2 only)
• Chapter 8.....................Pricing Counterparty Credit Risk II (Sections 8.1, 8.2 and 8.3 only)
AIMS:Fraser and Simpkins. Enterprise Risk Management: Today’s Leading Research and Best Practices for
Tomorrow's Executives.
Chapter 15 .......................Credit Risk Management
Candidates, after completing this reading, should be able to:
• Perform a fundamental credit risk assessment for a given a set of parameters.
• Define Current Ratio, Quick Ratio, Burn Rate, Days Cash on Hand and Debt Ratio; understand their application
in fundamental credit analysis.
• Understand how credit ratings are set and their implications on the ability of an entity to borrow money and
raise capital.
• Explain the Altman Z-score, and understand its application and limitations.
• Identify and apply techniques to mitigate credit risk.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 33
Burger, Graeber, and Schindlmayr. Managing Energy Risk: An Integrated View on Power and Other
Energy Markets.
Chapter 6.3 .....................Risk Management (Credit Risk)
Candidates, after completing this reading, should be able to:
• Define and understand the relationship between settlement risk and replacement risk and how each
is calculated.
• Summarize external credit ratings and related default probabilities.
• Identify common internal rating factors and explain their application.
Allan Malz, Financial Risk Management: Models, History, and Institutions.
Chapter 6 ........................Credit and Counterparty Risk
Candidates, after completing this reading, should be able to:
• Differentiate between the book and market value of a firm’s capital structure.
• Summarize the various levels of debt seniority including their respective security, collateral and priority.
• Identify common frictions that arise when using credit contracts.
• Define default events, probability of default, credit exposure, and loss given default.
• Calculate expected loss, the loss given default, and the probability of default for a given scenario.
• Differentiate between a credit risk event and a market risk event.
• Summarize credit assessment tools such as credit ratings, rating migration, internal ratings, and credit risk
models.
• Define counterparty risk, and understand how counterparty risk is different from credit risk.
• Understand the Merton Model and use it to calculate a firm’s value (including debt and equity) and default
probability.
• Define Credit VaR (Value-at-Risk).
Jon Gregory, Counterparty Credit Risk: The New Challenge for Global Financial Markets.
Chapter 2.........................Defining Counterparty Credit Risk
Candidates, after completing this reading, should be able to:
• Define counterparty risk and explain how it differs from lending risk.
• Identify types of transactions that carry counterparty risk.
• Define credit exposure, credit migration, recovery, mark-to-market, replacement cost, asymmetric exposure,
and potential future exposure.
• Describe the different ways institutions can manage or mitigate counterparty risk.
• Summarize how counterparty risk is quantified and briefly describe credit value adjustment (CVA).
• Summarize how counterparty risk is hedged and explain the important factors used to assess capital
requirements for counterparty risk.
• Understand the following metrics for credit exposure: expected mark-to-market, expected exposure, potential
future exposure, expected positive exposure, effective exposure, and maximum exposure.
34 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
Chapter 3.........................Mitigating Counterparty Credit Risk
Candidates, after completing this reading, should be able to:
• Differentiate between a two-way and one-way agreement, and explain the purpose of an ISDA master
agreement and credit support annex (CSA).
• Understand the mechanics of termination and walkaway provisions in credit contracts.
• Summarize netting and close-out procedures (including multilateral netting), explain their advantages and
disadvantages, and describe how they fit into the framework of the ISDA master agreement.
• Describe the effectiveness of netting in reducing credit exposure under various scenarios.
• Define collateralization and explain the mechanics of the collateralization process, including the role of a
valuation agent, the types of collateral that are typically used, and reconciliation of collateral disputes.
• Summarize the features of a collateralization agreement including links to credit quality, margins and call
frequency, thresholds, minimum transfers, rounding, haircuts, interest, and rehypothecation.
Chapter 4 ........................Quantifying Counterparty Exposure I (Sections 4.1 and 4.2 only)
Candidates, after completing this reading, should be able to:
• Understand the techniques used to quantify credit exposure: add-ons, semi-analytical methods, and Monte
Carlo simulation.
• Identify typical credit exposure profiles for swaps, options, and credit derivatives.
• Explain how payment frequencies and exercise dates affect the exposure profile of various securities.
Chapter 5 ........................Quantifying Counterparty Exposure II
Candidates, after completing this reading, should be able to:
• Identify factors that affect the calculation of the credit exposure profile and summarize the impact of collateral.
• Understand and assess the risk associated with the remargining period.
• Understand the assumptions and parameters involved in modeling collateral.
• Summarize the risks associated with a collateral agreement.
Chapter 7.........................Pricing Counterparty Credit Risk I (Sections 7.1 and 7.2 only)
Candidates, after completing this reading, should be able to:
• Explain the motivation for and challenges of pricing counterparty risk.
• Define credit value adjustment (CVA) and calculate CVA assuming wrong-way risk does not exist.
• Summarize the process used to approximate the CVA spread.
• Describe how collateralization and netting affect the CVA price.
Chapter 8 ........................Pricing Counterparty Credit Risk II (Sections 8.1, 8.2 and 8.3 only)
Candidates, after completing this reading, should be able to:
• Define wrong-way risk: explain the origins of wrong-way risk and identify situations where wrong-way risk
is present.
• Identify examples of right-way risk (right-way exposure).
• Explain how trades involving the following financial products can introduce wrong-way risk: put options,
commodity swaps and credit default swaps.
• Understand the relationship between wrong-way risk and counterparty credit quality.
• Compare different approaches used to measure wrong-way risk.
• Explain the general relationship between correlation and option pricing for put and call options across
various strike prices.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 35
6.2 Fundamentals of Central Counterparty Clearing
5. Craig Pirrong. The Economics of Central Counterparty Clearing: Theory and Practice (ISDA Working Paper).
Freely available on the GARP Digital Library.
AIMS:Craig Pirrong. The Economics of Central Counterparty Clearing: Theory and Practice.
Candidates, after completing this reading, should be able to:
• Understand the role of a Central Counterparty (CCP) in clearing financial transactions, particularly the effect
a CCP has on risk allocation.
• Define netting, collateralization, insurance, equity, and mutualization; understand their application.
• Explain how a CCP manages a default, particularly how netting is employed in such a circumstance.
• Describe the process of novation.
• Summarize the steps a CCP may take to replace a defaulted exposure.
• Understand how a product or transaction is assessed for its ability to be cleared through a CCP.
• Understand how proposed regulation such as Dodd-Frank or EMIR will impact the role of the CCP in
market operation.
• Understand the potential impact CCPs can have on systemic market risk.
• Explain how CCPs may create moral hazard among market participants.
• Understand the importance of liquidity in managing risk and replacing defaulted positions.
• Identify the risks that affect the cost of clearing a derivative product.
• Summarize the financial “waterfall” used by a CCP to absorb a default.
36 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
OPERATIONAL RISK AND STRATEGIC RISK MANAGEMENT—Exam Weight | 10%
• Operational Risk Evaluation
• Strategic Risk Management and Corporate Governance
• Ethics and the GARP Code of Conduct
Readings for Operational Risk and Strategic Risk Management —16 Questions
7.1 Operational Risk Evaluation
1. Fraser and Simpkins. Enterprise Risk Management: Today’s Leading Research and Best Practices for
Tomorrow’s Executives (Hoboken, NJ: John Wiley & Sons, 2010).
• Chapter 8.....................Identifying and Communicating Key Risk Indicators
• Chapter 16 ...................Operational Risk Management
2. Mark A. Cohen, Madeline Gottlieb, Joshua Linn, and Nathan Richardson. Deepwater Drilling: Law, Policy and
Economics of Firm Organization and Safety (January 2011).
Freely available on the GARP Digital Library.
3. NERA Economic Consulting. Lessons from the BP Deepwater Horizon Oil Spill (September 2010).
Freely available on the GARP Digital Library.
4. Robert Bea, Ian Mitroff, Daniel Farber, Howard Foster and Karlene H. Roberts. A New Approach to Risk:
The Implications of E3 (Palgrave Macmillan 2009).
Freely available on the GARP Digital Library.
5. Senior Supervisors Group. Observations on Developments in Risk Appetite Frameworks and IT Infrastructure
(December 2010).
Freely available on the GARP Digital Library.
AIMS:Fraser and Simpkins. Enterprise Risk Management: Today’s Leading Research and Best Practices for
Tomorrow’s Executives.
Chapter 8 ........................Identifying and Communicating Key Risk Indicators
Candidates, after completing this reading, should be able to:
• Explain the potential impact that operational risk can have on an organization.
• Describe the difference between “good risk” and “reckless risk.”
• Define risk tolerance and risk appetite; explain their effect on the risk management strategy of an organization.
• Identify and explain the elements of an effective risk management strategy.
• Describe the Bowtie Model of risk assessment; explain its associated strategies and actions.
• Summarize the selection criteria for managing risk in a given scenario.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 37
Chapter 16.......................Operational Risk Management
Candidates, after completing this reading, should be able to:
• Define Key Risk Indicators (KRIs) and explain their application in risk management.
• Explain the difference between KRIs and Key Performance Indicators; understand the role each plays within
a risk management strategy.
• Apply KRIs to a company’s existing risk management strategy given a set of parameters.
• Describe the parameters for creating effective KRIs and how KRIs can be aligned to support an organization’s
risk management strategy.
• Explain how KRIs are used to monitor risk exposures on an ongoing basis and how KRIs help to calibrate risk
management strategies.
• Analyze the stakeholders, metrics and risk appetite inputs and explain how they are used to craft a set of
KRIs for an organization.
• Explain the challenges an organization may face in adopting KRIs for risk management.
Mark A. Cohen, Madeline Gottlieb, Joshua Linn, and Nathan Richardson. Deepwater Drilling: Law, Policy and
Economics of Firm Organization and Safety.
Candidates, after completing this reading, should be able to:
• Define safety culture; identify and describe the external policies that can affect an organization’s safety culture.
• Summarize characteristics of high reliability organizations (HROs).
• Explain how the strength or weakness of an organization’s safety culture can impact its ability to manage
hazard risk.
• Understand the economic incentives of creating a strong safety culture and explain why firms may choose
not to develop a strong safety culture.
• Summarize the Oil Pollution Act of 1990 (OPA 90), define channeling and strict liability, and describe factors
which can affect or limit the responsible party's liability in the case of an oil spill.
• Identify the internal conflicts within an organization that can undermine operational risk management.
NERA Economic Consulting. Lessons from the BP Deepwater Horizon Oil Spill.
Candidates, after completing this reading, should be able to:
• Identify four categories of risk that can impact an energy firm.
• Explain why strategic risk is often mishandled by corporations.
• Define the Bayesian approach to risk assessment and understand the circumstances in which it would likely
be applied.
• Explain how a lack of historical data can impact strategic risk assessments.
• Summarize how BP failed to adequately manage its strategic risk in relation to the Deepwater Horizon event.
• Discuss the challenges an organization may have in effectively communicating risk internally.
38 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
Robert Bea, Ian Mitroff, Daniel Farber, Howard Foster and Karlene H. Roberts. A New Approach to Risk:
The Implications of E3.
Candidates, after completing this reading, should be able to:
• Describe the factors used to assess risk in a complex organization or system.
• Understand the interdisciplinary aspect of modeling risk associated with a complex system.
• Define a Type Three Error (E3); explain how mismanagement of this error can undermine a risk
management strategy.
• Summarize the elements used in a Complex Infrastructure System (CIS) risk assessment.
• Explain why human error may be overlooked in risk assessment and why engineering analyses often
underestimate the probability of a system failure.
Senior Supervisors Group. Observations on Developments in Risk Appetite Frameworks and IT Infrastructure.
Candidates, after completing this reading, should be able to:
• Describe the concept of a risk appetite framework (RAF), identify the elements of a RAF and explain the
benefits to a firm of having a well developed RAF.
• Describe best practices for a firm’s Chief Risk Officer (CRO), Chief Executive Officer (CEO) and Board of
Directors in the development and implementation of an effective risk appetite framework.
• Explain the role of a RAF in managing the risk of individual business lines within a firm.
• Identify metrics which can be monitored as part of an effective RAF and describe the classes of metrics to
be communicated to various managers within the firm.
• Explain the challenges and best practices related to data aggregation.
7.2 Strategic Risk Management and Corporate Governance
6. International Finance Corporation (IFC). Risk Taking: A Corporate Governance Perspective (June 2012).
Freely available on the GARP Digital Library.
AIMS:International Finance Corporation (IFC). Risk Taking: A Corporate Governance Perspective.
Candidates, after completing this reading, should be able to:
• Define risk, identify the classifications of risks, and explain the role played by risk in value creation.
• Describe the role of risk governance in a corporate organization.
• Summarize Enterprise Risk Management (ERM) approaches and explain how they address risk management
in an organization.
• Construct a risk-adjusted discount rate for an asset or project and apply that rate to estimate the value of
the asset or project; contrast the value using a certainty equivalent approach.
• Explain the challenges that can arise when using historical beta and equity risk premium assumptions in
a valuation model.
• Identify the four risk treatment strategies a firm can use to manage its risks.
• Define hedging, explain the tradeoff between the costs and benefits of hedging, and assess whether it is
appropriate for a firm to hedge in a particular case.
• Explain how an organization can create a culture of prudent risk-taking among its employees.
• Identify examples of acceptable, desirable, and best practices in corporate risk governance.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 39
7.3 Ethics and the GARP Code of Conduct
7. Global Association of Risk Professionals (GARP).
Freely available on the GARP website.
AIMS:GARP Code of Conduct
Candidates, after completing this reading, should be able to:
• Describe the responsibility of each GARP member with respect to professional integrity, ethical conduct,
conflicts of interest, confidentiality of information and adherence to generally accepted practices in
risk management.
• Describe the potential consequences of violating the GARP Code of Conduct.
40 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
CURRENT ISSUES IN ENERGY
CURRENT ISSUES IN ENERGY—Exam Weight | 5%
NOTE ON THE CURRENT ISSUES IN ENERGY SECTION: Global energy risk managers must remain abreast of evolving regulation
and new developments in energy markets to effectively manage risk in their businesses. The “Current Issues” section is designed to
familiarize ERP candidates with current trends that are likely to have a long-term impact on the global energy markets. Information
contained within each current issues reading is relevant as of November 15, 2012 and candidates can expect to be tested on these
readings throughout 2013. Subsequent developments in these topics, or any new areas of focus, will be captured on the 2014
ERP Examination.
Readings for Current Issues in Energy—8 Questions
8.1 Impact of Russia’s Refinery Upgrade Plans on Global Fuel Oil Markets
1. Bassam Fattouh and James Henderson. The Impact of Russia’s Refinery Upgrade Plans on Global Fuel Oil
Markets (The Oxford Institute for Energy Studies).
Freely available on the GARP Digital Library.
AIMS:Bassam Fattouh and James Henderson. The Impact of Russia’s Refinery Upgrade Plans on Global Fuel
Oil Markets.
Candidates, after completing this reading, should be able to:
• Describe how demand for refined products within the Russian market has changed during the past
three decades.
• Understand why Russian refineries are not currently meeting domestic consumer demand.
• Assess capital investment trends in Russian refineries; explain how these investments have been affected by
tax policy and consumer demand.
• Identify the factors that currently impact the price spread between different grades of fuel oil in Europe.
Current Trends in the Refining Industry
2. Ernst & Young. The Oil Downstream: Vertically Challenged?
Freely available on the GARP Digital Library.
AIMS:Ernst & Young. The Oil Downstream: Vertically Challenged?
Candidates, after completing this reading, should be able to:
• Describe the valuation metrics used to assess the financial health of oil companies.
• Explain the economic and operational decisions made by IOCs in the past decade and how this interfaces
with current global supply and demand issues.
• Assess the role of private equity (PE) firms and master limited partnerships (MLP) in refinery operations.
• Explain the changing role of service stations in vertically integrated petroleum companies.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 41
Europe’s Energy Security: Options and Challenges to Natural Gas Supply Diversification
3. Michael Ratner, Paul Belkin, and Jim Nochal. Europe’s Energy Security: Options and Challenges to Natural Gas
Supply Diversification (U.S. Congressional Research Service).
Freely available on the GARP Digital Library.
AIMS:Michael Ratner, Paul Belkin, and Jim Nochal. Europe’s Energy Security: Options and Challenges to Natural Gas
Supply Diversification.
Candidates, after completing this reading, should be able to:
• Assess the political and economic concerns associated with the European reliance on gas imports from Russia.
• Describe the Nord Stream and South Stream projects, their existing or intended route, and the rationale for
each of these projects.
• Identify potential sources of alternative natural gas supply imports to Europe, and explain the political,
economic, and/or logistical concerns associated with each.
• Assess the potential for LNG exports to become a sustainable source of European natural gas supply.
Economic Incentives and the Impact on Renewable Power Generation
4. Frank Huntowski, Aaron Patterson, and Michael Schnitzer. Negative Electricity Prices and the Production
Tax Credit. (The Northbridge Group).
Freely available on the GARP Digital Library.
AIMS:Frank Huntowski, Aaron Patterson, and Michael Schnitzer. Negative Electricity Prices and the Production
Tax Credit.
Candidates, after completing this reading, should be able to:
• Explain the intended purpose of the Production Tax Credit (PTC) in the wind industry.
• Describe how negative prices impact the operation of electricity markets.
• Explain the effect PTCs have on setting prices in an electricity market.
• Identify the factors that have created the recent increase in incidents of negative prices in the wind industry.
• Analyze the effect that PTC-based wind power production is having on fossil fuel-based electricity generation.
42 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
Market Manipulation
5. Shaun Ledgerwood, Gary Taylor, Romkaew Broehm and Dan Arthur. Losing Money to Increase Profits:
A Proposed Framework for Defining Market Manipulation (The Brattle Group, March 2011).
Freely available on the GARP Digital Library.
AIMS:Shaun Ledgerwood, Gary Taylor, Romkaew Broehm and Dan Arthur. Losing Money to Increase Profits:
A Proposed Framework for Defining Market Manipulation.
Candidates, after completing this reading, should be able to:
• Explain what is meant by the term “market manipulation.”
• Understand how a market participant can potentially manipulate an energy commodity market by booking
money losing transactions for potential economic gain.
• Summarize the negative impact that manipulators can potentially have on a market.
• Understand the burden of proof required to determine the existence of market manipulation in an energy
transaction under Dodd-Frank.
Dodd-Frank Regulatory Update
6. Sherman & Sterling LLP. A Corporate End-User’s Handbook for Dodd-Frank Title VII Compliance.
Freely available on the GARP Digital Library.
7. Baker Botts. CFTC Adopts Final “Swap” Definition, Interprets Statutory Exclusion for Physical Delivery Forwards.
Freely available on the GARP Digital Library.
AIMS:Sherman & Sterling LLP. A Corporate End-User’s Handbook for Dodd-Frank Title VII Compliance.
Candidates, after completing this reading, should be able to:
• Describe the term “hedge or mitigate Commercial Risk” and explain its affect on market participants under
Dodd-Frank.
• Explain the difference between an “end user” and a “financial entity.”
• Describe the role of a Swap Data Repository and understand end user reporting requirements.
• Explain why a party that qualifies for an end user exemption may still choose to clear certain swap transactions.
• Identify margin requirements for both cleared and non-cleared swaps; understand how these requirements
differ for end users and other market participants (Swap Dealers, Major Swap Participants, etc.).
• Describe the circumstances under which an end user could also qualify as a Major Swap Participant or
Major Security-based Swap Participant.
• Explain the actions foreign-based swap participants are required to take to comply with the current
Dodd-Frank regulations.
Baker Botts. CFTC Adopts Final “Swap” Definition, Interprets Statutory Exclusion for Physical
Delivery Forwards.
Candidates, after completing this reading, should be able to:
• Understand if a given energy contract would be considered a “swap” under CFTC rules.
• Understand why an option would be excluded from the swap definition under Dodd Frank.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
© 2013 Global Association of Risk Professionals. All rights reserved. 43
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44 © 2013 Global Association of Risk Professionals. All rights reserved.
2013 Energy Risk Professional (ERP®) Examination AIM Statements
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2012 Energy Oversight Committee (EOC) Members
Ken Abbott ..................................Managing Director, Morgan Stanley & Company
Richard Apostolik .....................President and CEO, Global Association of Risk Professionals
Mark Galicia .................................Commercial Manager, BP North America, Inc.
Gordon E. Goodman ................Trading Control Officer, Occidental Petroleum Corporation
James Brown...............................Managing Director, Morgan Stanley & Company
Mark Jenner .................................Director, Credit Risk, BG Group
Jeff Jewell ....................................Chief Risk Officer, DTE Energy
Glenn Labhart, EOC Chair .....Partner, Labhart Risk Advisors, Inc.
Spyros Maragos ............................VP, Refined Products Analytics, Louis Dreyfus Energy Services, LP
Alessandro Mauro .....................Director of Risk Management, Litasco SA
Mark D. May ......................................Manager, Regional Risk Supply & Trading, Americas, ConocoPhillips
Jeff Parke .....................................Senior Director, Risk Management, Koch Industries, Inc.
Jonathan C. Stein ......................Chief Risk Officer, Vice President, Hess Corporation
Andrew D. Sunderman ............Managing Director, JP Morgan
Glen Swindle ...............................Managing Director, Energy Trade & Marketing, Credit Suisse
John Wengler .............................Director of Market Risk Controls, Hess Corporation
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Global Association ofRisk Professionals
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© 2012 Global Association of Risk Professionals. All rights reserved. 11-29-12
About GARP | The Global Association of Risk Professionals (GARP) is a not-for-profit global membership organization dedicated topreparing professionals and organizations to make better informed risk decisions. Membership represents over 150,000 Members andAffiliates from banks, investment management firms, government agencies, academic institutions, and corporations from more than195 countries and territories. GARP administers the Financial Risk Manager (FRM®) and the Energy Risk Professional (ERP®) Exams;certifications recognized by risk professionals worldwide. GARP also helps advance the role of risk management via comprehensiveprofessional education and training for professionals of all levels. www.garp.org.