getModelBuildingResults

Usage

getModelBuildingResults()

Value

A list containing the results of model building with one element for each model run. For all strategies, each list item contains the following:

• LL: result of -2*Log-Likelihood

• BICc: modified BIC

• individualModels: (data.frame of logical values) where the rows are the parameters in the model and the columns are the covariates, and the TRUE/FALSE value indicates if a covariate is used for that parameter

COSSAC returns two additional fields:

• tested: (vector) which parameter-covariate pair was testing in this run with respect to the previous model, where the first element is the individual model parameter and the second one is the covariate

• bestModel: (logical) whether this model is the best model amongst all the tested models according to the chosen criterion

SAMBA returns the error model and covariance model information if they exist:

• errorModels: (data.frame) onservation model where each row specifies the observation id and the error model chosen

• covarianceModels: list with one element for each variability level consisting of two elements: level, specifying the variability level, and correlations, a list of the chosen correlations between individual model parameters in the groups element

See also

Examples

initializeLixoftConnectors("monolix")
project_file <- file.path(getDemoPath(), "1.creating_and_using_models", "1.1.libraries_of_models", "theophylline_project.mlxtran")
loadProject(project_file)
runModelBuilding(strategy = "samba")
res <- getModelBuildingResults()