MonolixSuite in R
MonolixSuite in R
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getBootstrapResults

[Monolix] Get the results of boostrap

Get the results of boostrap.

Usage

R
getBootstrapResults(removeFailedRuns = FALSE)

Arguments

removeFailedRuns [logical] if TRUE, bootstrap runs with failed convergence (maximum number of iterations reached before triggering of the autostop criterion) are removed from the results (default=FALSE). If all bootstrap runs have a failed convergence, the result is NULL.

Value

The results of boostrap as a list of dataframes:

  • populationEstimates: the population parameters estimated in all bootstrap runs

  • populationSummary: the summary table of population parameter estimates

  • logLikelihoodEstimates: if logLikelihood=TRUE in the bootstrap settings, the log-likelihood (OFV) and information criteria estimated in all bootstrap runs

  • logLikelihoodSummary: if logLikelihood=TRUE in the bootstrap settings, the summary table of the OFV and information criteria

  • standardErrorsEstimates: if standardErrors=TRUE in the bootstrap settings, the relative standard errors of population parameters estimated in all bootstrap runs

  • standardErrorsSummary: if standardErrors=TRUE in the bootstrap settings, the summary table of relative standard errors

See also

runBootstrap

Examples

R
if (FALSE) {
# get bootstrap results using all runs
getBootstrapResults()

# get bootstrap results using only runs that converged (during the population parameter estimation, the autostop criterion was triggered before reaching the maximum number of iterations)
getBootstrapResults(removeFailedRuns=TRUE)
}