Adam Kapelner

Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation

Alex Goldstein, Adam Kapelner, Justin Bleich et al. · Journal of Computational and Graphical Statistics · 2014 · 1.8K citations · Full text

Computing, Biostatistics, Visualization +12

Breaking monotony with meaning: Motivation in crowdsourcing markets

Dana R. Chandler, Adam Kapelner · Journal of Economic Behavior & Organization · 2013 · 407 citations · Full text

Management, Marketing, Marketing Management +6

<b>bartMachine</b>: Machine Learning with Bayesian Additive Regression Trees

Adam Kapelner, Justin Bleich · Journal of Statistical Software · 2016 · 282 citations · Full text

Computing, Biostatistics, Computer Science +17

PREDICTING INDIVIDUAL WELL-BEING THROUGH THE LANGUAGE OF SOCIAL MEDIA

H. Andrew Schwartz, Maarten Sap, Margaret L. Kern et al. · 2015 · 149 citations · Full text

Social Sciences, Psychology, Social Psychology +13

Variable selection for BART: An application to gene regulation

Justin Bleich, Adam Kapelner, Edward I. George et al. · The Annals of Applied Statistics · 2014 · 145 citations · Full text

Life Sciences, Bioinformatics, Biostatistics +15