Quantile of Absolute Prediction Errors

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Documentation for package ‘qape’ version 2.1

• DESCRIPTION file.

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bootPar	Parametric bootstrap estimators of prediction accuracy
bootParFuture	Parametric bootstrap estimators of prediction accuracy - parallel computing.
bootParFutureCor	Parametric bootstrap estimators of prediction accuracy - parallel computing using corrected covariance matrices
bootParMis	Parametric bootstrap estimators of prediction accuracy under the misspecified model
bootRes	Residual bootstrap estimators of prediction accuracy
bootResFuture	Residual bootstrap estimators of prediction accuracy - parallel computing
bootResMis	Residual bootstrap estimators of prediction accuracy under the misspecified model
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 computing
doubleBootMis	Double bootstrap estimators of prediction accuracy under the misspecified model
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
EstCM	Estimated covariance matrix of predicted random effects
invData	Population data - investments in Poland at NUTS 4 level
mcBootMis	Monte Carlo simulation study of accuracy of estimators of accuracy measures
mcLMMmis	Monte Carlo simuation study of accuracy of predictors under the misspecified model
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
realestData	Population data - real estate in Poland at NUTS 4 level
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