Semi-Parametric Quantile Regression


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Documentation for package ‘SPQR’ version 0.1.0

Help Pages

autoplot.SPQR autoplot method for class 'SPQR'
coef.SPQR coef method for class 'SPQR'
createFolds.SPQR generate cross-validation folds
cv.SPQR cross-validation for SPQR estimator
load.SPQR load saved SPQR model
plotEstimator plot SPQR estimators
plotGOF goodness-of-fit test for SPQR estimator
plotMCMCtrace plot MCMC trace plots
plotQALE plot accumulated local effects (ALE)
plotQVI plot variable importance comparison by quantile
predict.SPQR predict method for class 'SPQR'
print.SPQR print method for class 'SPQR'
print.summary.SPQR print method for '"summary.SPQR"'
QALE quantile accumulated local effects (ALE)
save.SPQR save fitted SPQR model
SPQR Fitting SPQR models
summary.SPQR summary method for class 'SPQR'