extractTuningParameter: Extract Tuning Parameters Used In Fitting

In kollerma/robustlmm: Robust Linear Mixed Effects Models

Extract Tuning Parameters Used In Fitting

Description

Methods to extract which tuning parameters have been used for fitting models. Use extractTuningParameter for custom configurations and extractPredefinedTuningParameter for predefined configurations provided in this package.

Usage

extractTuningParameter(
  tuningParameter,
  which = c("rho.e", "rho.sigma.e", "rho.b.diagonal", "rho.sigma.b.diagonal",
    "rho.b.blockDiagonal", "rho.sigma.b.blockDiagonal")
)

extractPredefinedTuningParameter(label, which)

Arguments

tuningParameter	vector of tuning parameters. The vector is expected to be of length 6, containing the tuning parameters for rho.e, rho.sigma.e, rho.b.diagonal, rho.sigma.b.diagonal, rho.b.blockDiagonal and rho.sigma.b.blockDiagonal. 'rho.b.diagonal' denotes the tuning parameter to be used for 'rho.b' for models with diagonal random effects covariance matrix. Names are optional.
which	string specifiying which tuning parameter should be extracted.
label	label or vector of labels in results. Only predefined labels of the form 'fitDatasets_rlmer_...' are supported (for others NA is returned).

Value

scalar tuning parameter

Author(s)

Manuel Koller

Examples

  extractPredefinedTuningParameter("fitDatasets_rlmer_DAStau", "rho.e")

kollerma/robustlmm documentation built on Jan. 14, 2024, 2:18 a.m.