19 citations · 29 across the 2 of their papers we have counts for
2 papers
stat.ME2013★ 10 cited
Improved Precision in Estimating Average Treatment Effects
Emil Pitkin, Richard Berk, Lawrence Brown +4
The Average Treatment Effect (ATE) is a global measure of the effectiveness of an experimental treatment intervention. Classical methods of its estimation either ignore relevant co…
stat.AP2013★ 19 cited
Peeking Inside the Black Box: Visualizing Statistical Learning with Plots of Individual Conditional Expectation
Alex Goldstein, Adam Kapelner, Justin Bleich +1
This article presents Individual Conditional Expectation (ICE) plots, a tool for visualizing the model estimated by any supervised learning algorithm. Classical partial dependence…