qape2.1 package

Quantile of Absolute Prediction Errors

EstCM

Estimated covariance matrix of predicted random effects

mcBootMis

Monte Carlo simulation study of accuracy of estimators of accuracy mea...

mcLMMmis

Monte Carlo simuation study of accuracy of predictors under the misspe...

modifyDataset

Modification of the values of the variables in the dataset

normCholTest

Test of normality of the dependent variable

plugInLMM

PLUG-IN predictor based on the linear mixed model

print.EBLUP

print the value of EBLUP predictor

print.ebpLMMne

print the value of ebpLMMne predictor

print.plugInLMM

print the value of plugInLMM predictor

quantileNaN

quantile NaN

srswrRe

Bootstrap sample of predicted random effects

summary.EBLUP

Summary of EBLUP prediction

summary.ebpLMMne

Summary of ebpLMMne prediction

summary.plugInLMM

Summary of plugInLMM prediction

Zfun

Matrix Z creator

bootPar

Parametric bootstrap estimators of prediction accuracy

bootParFuture

Parametric bootstrap estimators of prediction accuracy - parallel comp...

bootParFutureCor

Parametric bootstrap estimators of prediction accuracy - parallel comp...

bootParMis

Parametric bootstrap estimators of prediction accuracy under the missp...

bootRes

Residual bootstrap estimators of prediction accuracy

bootResFuture

Residual bootstrap estimators of prediction accuracy - parallel comput...

bootResMis

Residual bootstrap estimators of prediction accuracy under the misspec...

correction

Correction term for predicted random effects

corrRancomp

Correction of predicted random components

corrRanef

Correction of predicted random effects

doubleBoot

Double bootstrap estimators of prediction accuracy

doubleBootFuture

Double bootstrap estimators of prediction accuracy - parallel computin...

doubleBootMis

Double bootstrap estimators of prediction accuracy under the misspecif...

EBLUP

Empirical Best Linear Unbiased Predictor

ebpLMMne

Empirical Best Predictor based on the nested error linear mixed model

EmpCM

Empirical covariance matrix of predicted random effects

Estimates QAPE using bootstrap procedures. The residual, parametric and double bootstrap is used. The test of normality using Cholesky decomposition is added. Y pop is defined.

  • Maintainer: Alicja Wolny-Dominiak
  • License: GPL-2
  • Last published: 2023-08-21