getBootstrapResults

Usage

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

Examples

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)
}