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Expected revenue from a two-stage scenario model

Conditional expected revenues of 77 million and 6 million, weighted 45% and 55%, give unconditional expected revenue of 37.95 million.

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State the fictional two-stage model

A project either receives a required approval with probability 45% or does not with probability 55%. Given approval, revenue outcomes are 30, 70 and 120 million with probabilities 20%, 50% and 30%. Without approval, revenue is zero with probability 80% or 30 million with probability 20%. These are stipulated learning inputs, not a valuation of an actual project.

Calculate each branch’s expected revenue

Given approval, the expectation is 0.20×30 + 0.50×70 + 0.30×120 = 77 million. Without approval, it is 0.80×0 + 0.20×30 = 6 million. Each calculation uses probabilities conditional on its own branch.

Apply the outer scenario weights

Combining the conditional expectations
BranchBranch probabilityConditional meanContribution
Approval45%77 million34.65 million
No approval55%6 million3.30 million
Total100%37.95 million

Check one terminal path

The approval-and-120-million path has probability 45%×30% = 13.5%. Its contribution to unconditional expected revenue is 13.5%×120 million = 16.2 million. Repeating that calculation for all five terminal paths produces the same 37.95 million expectation. Neither simply averaging 77 and 6 nor omitting the no-approval branch answers the stated model.

Further references