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Logical Decisions - Classweb

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When you select this option, LDW asks you to enter the three<br />

levels.<br />

Three Point Estimate. The Three Point Estimate option lets you<br />

describe the level for a measure and alternative by defining the 5<br />

percent, 95 percent, and 50 percent levels of its cumulative<br />

probability distribution function. See Figure 6-16.<br />

Figure 6-16. Example of a measure level defined by a three point estimate<br />

When you select this option, LDW asks you to enter the three<br />

levels. You can use this option when you are unsure of the actual<br />

form of the distribution, and still get reasonably accurate results.<br />

How LDW uses Probabilities. LDW generally treats probabilities<br />

as certainty equivalents -- single numbers that are equal in terms<br />

of preference to the entire probability distribution. The theory of<br />

decision analysis tells us that this certainty equivalent alone<br />

should be sufficient for decision making.<br />

LDW also provides options that let you see how the uncertainties<br />

in measure levels result in uncertainties in the overall results.<br />

LDW does this by using Monte Carlo Simulation.<br />

In Monte Carlo simulation, a number of passes are made to<br />

compute an alternative's utility on a measure or goal. For each<br />

Section 6 -- Using LDW 1: Structuring 6-27

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