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Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

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Page 1: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

Risk Simulation

Lecture No. 49Chapter 12Contemporary Engineering EconomicsCopyright, © 2006

Page 2: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

Logical Steps Involved in Simulating a Risky Investment

Page 3: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

A Logical Sequence of a Monte Carlo Simulation to Obtain an NPW Distribution

Page 4: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

A Sampling Scheme for Discrete and Continuous Random Variables

Page 5: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

Observed NPW Values ($)

Page 6: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

Simulated NPW Frequency DistributionMean = $44,245, Standard Deviation = $18,585

Page 7: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

Simulation Result Based on 200 Iterations

Page 8: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

Risk Simulation with @RISK Create a Cash Flow Statement with Excel Define Uncertainty Pick Your Bottom Line Simulate Analyzing the Simulation Result Screen

Page 9: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

Step 1: Create a Cash Flow Statement with Excel

Page 10: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

Step 2: Define Uncertainty

Page 11: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

Step 3: Pick Your Bottom Line – NPW at Cell G13

G13 Output cell

Add Output

Page 12: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

Step 4: Simulate

Start Simulation

Simulation Setting

Start @RISK

Page 13: Contemporary Engineering Economics, 4 th edition, © 2007 Risk Simulation Lecture No. 49 Chapter 12 Contemporary Engineering Economics Copyright, © 2006

Contemporary Engineering

Economics, 4th edition, © 2007

Step 5: Analyzing the Simulation Result Screen