Get parameter estimate values from a IQRnlmeParamSpec object.

getParamEstimates.Rd

Get parameter estimate values from a IQRnlmeParamSpec object.

getParamEstimates(obj, Npop = 1L)

Arguments

obj

a filename (character string) denoting the path to a GPF file, or a GPF object, or an IQRnlmeParamSpec object.

Npop

an integer (default 1L). The parameter estimates are replicated Npop times.

Value

a data.frame of Npop (identical) rows with columns ID.POP and parameter value columns as follows:

X,Y...:

estimates for model parameters X,Y...

omega(X),omega(Y)...:

IIV estimates for model parameters X,Y,...

corr(X,Y),...:

IIV correlation estimates for model parameter pairs.

beta_X(COVRT1),beta_Y(COVRT2),...:

Covariate coefficient estimates.

error_PROP1,...:

Residual error estimates.

Details

This function has the same output format (data.frame with the same column names and number of rows) as sampleParamFromUncertainty.

See also

Random sampling of NLME model parameters

General Parameter Format

Other Parameter sampling: calcIndParamValues(), calcTypicalIndParamValues(), combineGPF(), generate_GPFFromIQRnlmeEst(), generate_GPFFromIQRnlmeProject(), generate_GPFFromProjectInfo(), generate_GPFFromProjectInfoList(), getCorMatrixUncertainty(), getCovMatrixIIV(), getCovMatrixUncertainty(), getNamesAllParameters(), getNamesCovariateParameters(), getNamesCovariates(), getNamesErrorParameters(), getNamesIIVCorrParameters(), getNamesIIVParameters(), getNamesModelParameters(), getParamTransformationTypes(), imputeTYPEcol_GPF(), is_GPF(), is_IQRnlmeParamSpec(), read_GPFFromCSV(), read_GPFFromXLS(), sampleIDs(), sampleIndParamValues(), sampleParamFromUncertainty(), sampleRandomEffects(), sample_GPF(), select_FromGPF(), specifyParamSampling(), transformParamToNormal(), untransformParamFromNormal()

Author

Venelin Mitov (IntiQuan)