Skip to contents

All functions

buildXGboost()
buildXGboost
getAccXGboost()
Estimate the accuracy of the trained xgboost model
getFeatureImp()
Calculate feature importance in terms of xgboost metrics and shap values
getQCAMetric()
Calculate per-variable QCA metric
getXGboostCut()
Extract the cutoffs used in the trained xgboost model
iterQCA()
Iteratively do sufficiency tests on k features out of the given features
joinMetrics()
Helper function to join the feature-level QCA and XGboost metrics
reCalibrateXGCut()
Calibrate data based on xgboost model cutoffs
subsetSuffiTest()
Perform sufficiency test on a select set of variables
sumSuffTestRes()
helper function to combine results from a series of sufficiency tests
voteData
panel data of youth voting