Conditional Inference Trees with Stacked Multiple Imputation


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Documentation for package ‘ctreeMI’ version 1.1.0

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check_stackM_extraction Check That Node Statistics Can Be Extracted
confirm_ctreeMI Confirm a Discovered Tree on Independent Data
ctree_stacked Conditional Inference Tree on Stacked Multiply Imputed Data
discover_confirm Discover a Tree and Confirm It on Held-Out Data
node_table Terminal-Node Summary With Effective Sample Sizes
print.ctreeMI Print Method for ctreeMI Objects
print.ctreeMI_nodes Print a Node Table
print.ctreeMI_report Print a Methods Paragraph
prune_stackM Prune a Stacked Tree Using the Stack / M Correction
prune_unconfirmed Collapse Splits That Did Not Confirm
report_confirm A Methods Paragraph For a Discover-Then-Confirm Analysis
report_ctreeMI A Methods Paragraph For a ctreeMI Analysis
rescale_statistic Rescale a Node-Level Test Statistic for Stacking
split_holdout Split Data Into Discovery and Confirmation Sets
stack_imputations Stack Multiply Imputed Datasets
summary.ctreeMI Summary Method for ctreeMI Objects