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. |