1 citations · 1 across the 1 of their papers we have counts for
2 papers
stat.AP2021★ 1 cited
visTree: Visualization of Subgroups for a Decision Tree
Ashwini Venkatasubramaniam, Julian Wolfson
Decision trees are flexible prediction models which are constructed to quantify outcome-covariate relationships and characterize relevant population subgroups. However, the standar…
stat.ME2019
Assessing effect heterogeneity of a randomized treatment using conditional inference trees
Ashwini Venkatasubramaniam, Brandon Koch, Lauren Erickson +3
Treatment effect heterogeneity occurs when individual characteristics influence the effect of a treatment. We propose a novel approach that combines prognostic score matching and c…