getParam: Get the estimated parameter

In RMixtCompUtilities: Utility Functions for 'MixtComp' Outputs

Get the estimated parameter

Description

Get the estimated parameter

Usage

getParam(outMixtComp, var)

getProportion(outMixtComp)

Arguments

outMixtComp	object of class MixtCompLearn or MixtComp obtained using mixtCompLearn or mixtCompPredict functions from RMixtComp package or rmcMultiRun from RMixtCompIO package.
var	name of the variable to get parameter

Value

the parameter of the variable

Author(s)

Quentin Grimonprez

See Also

plotDataBoxplot plotDataCI

Other getter: getBIC(), getCompletedData(), getEmpiricTik(), getMixtureDensity(), getPartition(), getType()

Examples

if (requireNamespace("RMixtCompIO", quietly = TRUE)) {
  dataLearn <- list(
    var1 = as.character(c(rnorm(50, -2, 0.8), rnorm(50, 2, 0.8))),
    var2 = as.character(c(rnorm(50, 2), rpois(50, 8)))
  )

  model <- list(
    var1 = list(type = "Gaussian", paramStr = ""),
    var2 = list(type = "Poisson", paramStr = "")
  )

  algo <- list(
    nClass = 2,
    nInd = 100,
    nbBurnInIter = 100,
    nbIter = 100,
    nbGibbsBurnInIter = 100,
    nbGibbsIter = 100,
    nInitPerClass = 3,
    nSemTry = 20,
    confidenceLevel = 0.95,
    ratioStableCriterion = 0.95,
    nStableCriterion = 10,
    mode = "learn"
  )

  resLearn <- RMixtCompIO::rmcMultiRun(algo, dataLearn, model, nRun = 3)

  # get estimated parameters for variable var1
  param <- getParam(resLearn, "var1")
  prop <- getProportion(resLearn)
}

RMixtCompUtilities documentation built on Sept. 22, 2023, 5:10 p.m.