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Chapter 6
Calculations, Visualization, and
Simulation
2002 Prentice Hall 2
The Spreadsheet: Software for Simulation and Speculation
Statistical Software: Beyond Spreadsheets
Statistics and Data Analysis
Scientific Visualization
Calculated Risks: Computer Modeling and Simulation
“The purpose of computation is not numbers but insight.”
R. W. Hamming..
Topics
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The Spreadsheet
Cell A1
Cell C12
The spreadsheet consists of: Cells (the intersection
of a row and column)
Addresses (column letter and row number, e.g., A1, C12)
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Spreadsheets can contain:
The Spreadsheet
Values such as numbers and dates
Labels that explain what a value means, such as column and report headings
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The Spreadsheet
Formulas allow you to create instructions using mathematical expressions and commands
+ (plus)- (minus) *(multiplication)/ (division) SumAverage
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Spreadsheets offer many automatic features such as replication of data
Type the first value in the series such as Qtr 1 or January or 500
Qtr 2 Qtr 3 Qtr 4
and let the software replicate it to other cells.
Spreadsheet Features
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Spreadsheet Features
Formulas can be relative, so they refer to different cells when they are copied
Or absolute, so the formula references never change when they are copied
When the formula in column B is copied to column C, it changes relative to the new column.
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Spreadsheet Features
Automatic recalculation
– Any time a change is entered into the spreadsheet, all data related to the change automatically updates.
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Spreadsheet Features
Functions (e.g., SUM, AVG, SQRT) are used to automate complex calculations
Macros let you store keystrokes and commands so they can be played back automatically
Templates offer ready-to-use worksheets with labels and formulas already entered
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Spreadsheet Features
Linking spreadsheets together
When the value change in one spreadsheet, the data is automatically updated in all linked spreadsheets
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Spreadsheet Features
Database capabilities Search for information Sort the data by a specific criteria Merge the data with a word processor Generate reports
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Spreadsheets allow you to change numbers and instantly see the effects of those changes. “What if I enter this value?”
Equation solvers Some spreadsheets generate data needed to fit a given
equation and target value.
“What If?”
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Charts allow you to turn numbers into visual data:
Pie charts (show relative proportions to the whole)
Line charts (show trends or relationships over time)
15%
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65%45.9 46.9 45
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1st Qtr 2nd Qtr 3rd Qtr
EastWest
North
Spreadsheet Graphics: From Digits to Drawings
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Spreadsheet Graphics: From Digits to Drawings
Bar charts (use if data falls into a few categories)
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1st Qtr 2nd Qtr 3rd Qtr
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Scatter charts (use to discover, rather than to display, a relationship between two variables)
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$5,000.00
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Australia
Germany
Canada
Great Britain
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Accounting and Financial Management software allows you to do electronically handle routine transactions such as:
writing checks balancing accounts creating budgets
Statistical Software:Beyond Spreadsheets
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Statistical Software:Beyond Spreadsheets
Mathematics Processing software turns abstract mathematical relationships into visual objects.
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Statistical Software: Beyond Spreadsheets
Statistical and data analysis software collects and analyzes data that tests the strength of data relationships.
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Statistical Software: Beyond Spreadsheets
Scientific visualization software uses shape, location in space, color, brightness, and motion to help us visualize data.
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Computer modeling uses computers to create abstract models of objects, organisms, organizations, and processes.
Calculated Risks: Computer Modeling and Simulation
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Computer Modeling and Simulation
Examples: computer games (chess boards, sports arenas, and
mythological societies) computer models of organisms, objects, and
organizations flight simulators and simulations of science lab
activities managing a business, city, or nation
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Computer Simulations are widely used for research in the physical, biological, and social sciences, and in engineering.
Computer Simulation
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Schools, businesses, and the military use simulations for training because:
Safety: non-threatening environments Economy: less expensive than real life Projection: less threatening to systems Visualization: allows to see and understand Replication: allows repetition of projects
Computer Modeling and Simulation
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Computer Simulation:The Risks
Risks: Simulation isn’t reality.
Not all factors can be entered into the model or simulation.