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A model result is not a test of every assumption

Separate a base calculation, a sensitivity check and a scenario comparison. Keep the changed assumptions visible instead of treating a result as a guarantee.

ConceptOmni Finance Academy3 min read

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A model result answers the question encoded in its inputs and operations. It does not test every assumption required for a real outcome. In study work, make three records separate: the base calculation, the specific input changed in a sensitivity check and the set of assumptions changed in a scenario.

Freeze a base schedule before varying it

Use the fictional schedule −600 now, +300 at time one and +480 at time two. At 10% per interval, NPV is 69.421488. The final flow includes operations and stated terminal amounts. Those supplied values and dates are part of the base case.

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Article data
Time zero−600
Time one+300
Time two+480
Discount intervalOne year
Selected rate10% per year

A rate sensitivity holds the schedule fixed

Changing only the discount rate isolates a mathematical rate effect. It does not by itself represent a fully specified economic scenario. If actual risk changes, cash flows, implementation conditions or other assumptions may also change.

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Article data
5%121.088435
10%69.421488
15%23.818526

For this nonnegative future-receipt schedule, a lower rate raises present value. A schedule with later negative flows can have another profile. Do not turn the simple direction rule into a statement about every possible project.

A scenario can change several linked assumptions

Now define a separate fictional scenario with a smaller operating receipt of 240 at time one and a net 400 at time two, retaining 10% for the illustration. Its NPV is −51.239669. The scenario changes the forecast, not only the rate.

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Article data
Base30048010%69.421488
Lower supplied flows24040010%−51.239669

Explain why the assumptions move together and retain the component bridge. A label such as adverse scenario does not supply probabilities or establish that every relevant risk is represented.

Keep a scenario range separate from a probability model

A list of cases is not automatically a distribution. Assigning probabilities needs a separate evidential basis and should retain matching outcomes and weights. An equal-weight average of convenient cases does not become an unbiased forecast by being calculated accurately.

The scenario mean-and-risk tool is explicit about its finite entered distribution. The NPV tool evaluates a dated schedule at a stated interval rate. Neither chooses the assumptions for the analyst.

Use the distinction in a review conversation

Report the base inputs, exactly what changed and which result followed. If a failure condition remains outside the model, name it. This is more informative than saying the model was tested because one output looked plausible.

Read the calculator-discrepancy workflow for input-state checks and the project comparison workflow for feasible-set checks. Together they distinguish a calculation error from an assumption that still needs evidence.

Frequently asked questions

Does changing a rate create a complete scenario?

It creates a rate-only sensitivity when the cash-flow schedule is held fixed. A broader scenario needs its changed assumptions specified and justified.

Do a few chosen scenarios define their probabilities?

No. A scenario set and a probability model are separate constructions. Probabilities need their own basis and matching outcome definitions.

Sources

  1. CFA Institute: capital investments and allocation · cfainstitute.org · Retrieved

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Educational content, not investment advice. This article is written to help candidates prepare for professional exams. It is not a recommendation to buy, sell or hold any security, and it does not take your personal circumstances into account.

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