RMixtCompUtilities (version 4.1.6)

getParam: Get the estimated parameter

Description

Get the estimated parameter

Usage

getParam(outMixtComp, var)
getProportion(outMixtComp)

Value

the parameter of the variable

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

Author

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)
}