addVariableParameters: Extend a MRAmodelSet with relevant variable parameters

Description Usage Arguments Value Author(s)

Description

See if a MRAmodelSet requires some parameters to be variable among models to explain the variations

Usage

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addVariableParameters(original_modelset, nb_cores = 0, max_iterations = 0,
  nb_samples = 100, accuracy = 0.95, method = "geneticlhs",
  notVariable = c())

Arguments

original_modelset

An MRAmodelSet object

nb_cores

Number of cores to use for the refitting with the new variable parameters

max_iterations

Maximum number of variable parameters to add (if 0 takes as many as possible)

nb_samples

Number of samples to generate to fit the new variable parameters

accuracy

Cutoff probability for the chi^2 test

method

Name of the LHS method to use

notVariable

Parameters that should not be varied, either a numeric or character vector identifying the parameters from 'modelset$model$getParametersNames()$names', defaults to 'c()'.

Value

An updated MRAmodelSet with the new parameter sets

Author(s)

Mathurin Dorel dorel@horus.ens.fr

Bertram Klinger bertram.klinger@charite.de


MathurinD/STASNet documentation built on May 28, 2019, 1:50 p.m.