フォロー
Justin Bleich
Justin Bleich
所属不明
確認したメール アドレス: wharton.upenn.edu
タイトル
引用先
引用先
Peeking Inside the Black Box: Visualizing Statistical Learning with Plots of Individual Conditional Expectation
A Goldstein, A Kapelner, J Bleich, E Pitkin
Journal of Computational and Graphical Statistics 24 (1), 44-65, 2015
14432015
bartMachine: Machine Learning with Bayesian Additive Regression Trees
A Kapelner, J Bleich
Journal of Statistical Software 70 (1), 2016
4092016
Explaining the success of adaboost and random forests as interpolating classifiers
AJ Wyner, M Olson, J Bleich, D Mease
Journal of Machine Learning Research 18 (48), 1-33, 2017
3712017
Statistical Procedures for Forecasting Criminal Behavior: A Comparative Assessment
R Berk, J Bleich
Criminology and Public Policy 12 (3), 513-544, 2013
2662013
Variable selection for BART: an application to gene regulation
J Bleich, A Kapelner, EI George, ST Jensen
1962014
Prediction with Missing Data via Bayesian Additive Regression Trees
A Kapelner, J Bleich
Canadian Journal of Statistics 43 (2), 224-239, 2015
962015
Forecasts of Violence to Inform Sentencing Decisions
R Berk, J Bleich
Journal of Quantitative Criminology 30 (1), 79-96, 2014
612014
Bayesian Additive Regression Trees With Parametric Models of Heteroskedasticity
J Bleich, A Kapelner
arXiv preprint arXiv:1402.5397, 2014
222014
Evaluating the Effectiveness of Personalized Medicine With Software
A Kapelner, J Bleich, A Levine, ZD Cohen, RJ DeRubeis, R Berk
Frontiers in Big Data 4 (572532), 2021
20*2021
Using regression kernels to forecast a failure to appear in court
R Berk, J Bleich, A Kapelner, J Henderson, G Barnes, E Kurtz
arXiv preprint arXiv:1409.1798, 2014
92014
Package ‘bartMachine’
A Kapelner, J Bleich, MA Kapelner, SR Java
42023
Package ‘ICEbox’
A Goldstein, A Kapelner, J Bleich, MA Kapelner
32017
Extensions and applications of ensemble-of-trees methods in machine learning
J Bleich
University of Pennsylvania, 2015
32015
Using random forests with asymmetric costs to predict hospital readmissions
J Bleich, B Cole, A Kapelner, CA Baillie, R Gupta, A Hanish, E Calgua, ...
medRxiv, 2021.03. 15.21253416, 2021
22021
In Response to,“Development, Implementation and Impact of an Automated Early Warning and Response System for Sepsis”
CA Umscheid, C Chivers, J Bleich, M Draugelis
Journal of hospital medicine 10 (5), 341, 2015
12015
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論文 1–15