Expected Value of Information
Generate a string with all interactions of a certain degree, to be use...
Check that a decision-analytic model function is of the appropriate fo...
Check the fit of a regression model used to estimate EVPPI or EVSI
Chemotherapy cost-effectiveness model
Determine the optimum sample size in an analysis of the expected net b...
Expected net benefit of sampling
Calculate the expected value of perfect information from a decision mo...
Traditional two-level Monte Carlo estimator of EVPPI.
Calculate the expected value of partial perfect information from a dec...
Calculate the expected value of partial perfect information for an est...
Calculate the expected value of sample information from a decision-ana...
Calculate the expected value of sample information for an estimation p...
Convert either "net benefit" or "cost-effectiveness" forms for 'output...
Import results of probabilistic analysis from heemod
Plot EVPPI estimates
Population expected value of information
Methods to calculate the Expected Value of Information
Methods to calculate the expected value of information from a decision-analytic model. This includes the expected value of perfect information (EVPI), partial perfect information (EVPPI) and sample information (EVSI), and the expected net benefit of sampling (ENBS). A range of alternative computational methods are provided under the same user interface. See Heath et al. (2024) <doi:10.1201/9781003156109>, Jackson et al. (2022) <doi:10.1146/annurev-statistics-040120-010730>.