[Monolix] Estimation of the conditional modes (EBEs)
Estimate the individual parameters using the conditional mode estimation algorithm (EBEs). Note that the population parameters must be already estimated (i.e. by calling runPopulationParameterEstimation).
Usage
runConditionalModeEstimation()
Details
The associated method keyword is "conditionalMode" when calling getEstimatedIndividualParameters, getEtaShrinkage, or getEstimatedRandomEffects.
See also
getEstimatedIndividualParameters to get the EBEs
runPopulationParameterEstimation to estimate population parameters
runConditionalDistributionSampling to estimate the conditional distribution
runStandardErrorEstimation to estimate standard errors of the population parameters
runLogLikelihoodEstimation to estimate the log-likelihood of the model
runScenario to run multiple estimation tasks
Examples
initializeLixoftConnectors("monolix")
loadProject(file.path(getDemoPath(), "1.creating_and_using_models", "1.1.libraries_of_models", "theophylline_project.mlxtran"))
runPopulationParameterEstimation()
runConditionalModeEstimation()
indivParams_EBEs = getEstimatedIndividualParameters(method = "conditionalMode")