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20 Cards in this Set
- Front
- Back
five categories of spreadsheet analysis
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Base-case analysis
What-if analysis Breakeven analysis Optimization analysis Risk analysis |
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can describe current policy, most likely scenario, best or worst case scenarios
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base case
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Answers questions such as:
If we follow last year’s plan, how much profit should we expect next year? How many items do we expect to sell next week? |
base case analysis
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Analyzes how output changes with changes in inputs
You can vary a parameter, a decision variable, or the model structure Also called sensitivity analysis Generates intuition about the model Part of debugging process |
what if analysis
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analyzes how output changes with changes in inputs.
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what if analysis
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can vary a parameter, a decision variable or the model structure
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what if analyis
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also called a sensitivity analysis
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what if analysis
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generates intuition about the model, part of debugging process
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what if analysis
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Ask: what if “given” information were different
Tests: robustness of model e.g., how much will our answer change if our product costs turn out to be |
varying a parameter
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Explores that which we can influence
Leads us to better decisions e.g., how much will profit change if we spend an extra $1,000 on advertising in the first quarter? Logically related to optimization analysis |
varying a decision variable
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logically related to optimization analysis
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varying a decision variable
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Tests key structural assumptions in model
Harder to test than changes to parameters or decision variables e.g., how does profit change if we change our linear model of price and demand to a non-linear one? |
varying the model structure
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Record base-case to compare to results of what-if analysis
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benchmarking
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Sets of parameter values often go together
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scenarios
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a set of parameter values that are internally consistent
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scenario
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How sensitive is the predicted outcome to changes in a fixed parameter?
How sensitive is the predicted outcome to simultaneous changes to two fixed parameters? A table of outcome values based on varying inputs helps answer these questions |
data sensitivity
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Compares the sensitivity of the outcome to each of the fixed inputs
I can vary each input parameter by +10% and then by -10% and see the result on the output |
tornado chart
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The value of an input that creates exactly $0 in outcome
Answers questions such as: How high does our market share need to be before we turn a profit? How high would the discount rate have to be in order for this project to have a NPV of zero? How low must labor costs be to break even? Excel Goal Seek is a useful tool |
breakeven analysis
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Finds the decision variable values that achieve the best possible value of an output
You can use trial and error, typing in different values of the decision variables Excel Solver is an important tool |
optimization analysis
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Analyzes the effect of uncertainty on the output
Some inputs are random not fixed You can apply a probability model to some inputs: Rate of return might average 10% but have a standard deviation of 1% |
simulation: risk analyis
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