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. Author manuscript; available in PMC: 2020 Jul 21.
Published in final edited form as: Value Health. 2020 Mar;23(3):277–286. doi: 10.1016/j.jval.2020.01.004

Algorithm 4.

Single-loop regression-based scheme for computing EVPPI

1. Generate the probabilistic analysis sample using steps 1-3 of the algorithm for computing EVPI (algorithm 1).
2. For each of the decision options, regress the estimates of utility on the parameter values of the target parameter(s) of interest.
3. Calculate the regression fitted values for each decision option.
4. Follow steps 5-8 of algorithm 1 for computing EVPI.