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1 Estimating the Cost of One-Sided Bets: How CBO Analyzes the Effects of Spending Triggers 1 (October 30, 2020)

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                                                                                          OCTOBER 2020







             Estimating the Cost of One-Sided Bets:

How CBO Analyzes the Effects of Spending Triggers


Summary
All legislative proposals involve some uncertainty about
their implementation and effects. In many cases, the
uncertainty is limited, and the Congressional Budget
Office can estimate the costs by focusing on a small
range of possible outcomes. For some proposals, how-
ever, producing a meaningful estimate requires CBO
to consider the probabilities of multiple outcomes with
costs that might differ significantly. Accounting for such
possibilities can have a significant impact on the estimate
of the proposal's budgetary effect; in some cases, it can be
the difference between an estimate of zero cost and one
of a positive cost.

One  key category of proposals for which CBO must
consider the likelihood and costs of multiple outcomes
comprises proposals with a particular structural feature:
Their legislative language makes their effects sensitive to
whether some uncertain variable-for example, the price
of crude oil or an inflation or unemployment rate-
passes a trigger threshold value. CBO refers to such
trigger provisions as one-sided bets because they affect
costs on only one side of the trigger value.

As illustrated in the examples presented below, CBO
measures the cost of proposals involving new or existing
one-sided bets-and of ongoing programs that involve
such bets-as the estimated probability-weighted aver-
age of the costs of the full range of possible outcomes,
also known as the expected-value cost. That is, CBO
calculates its estimate of the cost of such a proposal or
program by estimating the cost for each of the possible
outcomes, assigning each outcome a weight on the basis
of the probability that it occurs, and taking the weighted


average of those costs. The key step in the analysis is
determining the appropriate probabilities of outcomes
driven by one or more variables, each of which typically
can take on a range of values. The examples illustrate the
possibility that even if the trigger of a one-sided bet was
not reached in CBO's baseline projections, the agency
would nevertheless estimate that the bet would impose a
cost because the trigger could be reached.

CBO's  weighted-average estimates are not predictions
of actual future costs. Even if the agency's analysis of
all the possible outcomes and their probabilities was
completely accurate, the actual cost would most likely
still differ from the estimate because of the randomness
of the uncertain variable. Consequently, CBO expects
most weighted-average estimates to end up being either
too high or too low. The agency's goal in making such
estimates is to be correct on average.1

The  Need  for Different  Methods of   Estimating
the Costs  of Legislative  Proposals
CBO   provides point estimates of the budgetary effects
of proposed legislation because the Congress needs such
estimates to enforce budgetary rules. The purpose of the
estimates is to provide a concise story about a legislative
proposal's likely effects on federal outlays and revenues.

Effects on revenues or mandatory spending-that is,
spending generally determined by formulas and eligi-
bility rules rather than by annual appropriations-are

1. This report updates Congressional Budget Office, Estimating
   the Costs of One-Sided Bets: How CBO Analyzes Proposals With
   Asymmetric Uncertainties (October 1999), www.cbo.gov/
   publication/11843.

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