Package index
-
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