Estimation and Inference of Heterogeneous Treatment Effects using Random Forests von Wager, Stefan, Athey, Susan

Volltext

HIGH-DIMENSIONAL ASYMPTOTICS OF PREDICTION: RIDGE REGRESSION AND CLASSIFICATION von Dobriban, Edgar, Wager, Stefan

Volltext

Offline Multi-Action Policy Learning: Generalization and Optimization von Zhou, Zhengyuan, Athey, Susan, Wager, Stefan

Volltext

Weak Signal Asymptotics for Sequentially Randomized Experiments von Kuang, Xu, Wager, Stefan

Volltext

High-dimensional regression adjustments in randomized experiments von Wager, Stefan, Du, Wenfei, Taylor, Jonathan, Tibshirani, Robert J.

Volltext

POLICY LEARNING WITH OBSERVATIONAL DATA von Athey, Susan, Wager, Stefan

Volltext

GENERALIZED RANDOM FORESTS von Athey, Susan, Tibshirani, Julie, Wager, Stefan

Volltext

Estimating Treatment Effects with Causal Forests: An Application von Athey, Susan, Wager, Stefan

Volltext

Cross-Validation, Risk Estimation, and Model Selection: Comment on a Paper by Rosset and Tibshirani von Wager, Stefan

Volltext

Valuing lead time von de Treville, Suzanne, Bicer, Isik, Chavez-Demoulin, Valérie, Hagspiel, Verena, Schürhoff, Norman, Tasserit, Christophe, Wager, Stefan

Volltext

OPTIMIZED REGRESSION DISCONTINUITY DESIGNS von Imbens, Guido, Wager, Stefan

Volltext

Random graph asymptotics for treatment effect estimation under network interference von Li, Shuangning, Wager, Stefan

Volltext

A prediction model for differential resilience to the effects of combat‐related stressors in US army soldiers von Kessler, Ronald C., Bossarte, Robert M., Hwang, Irving, Luedtke, Alex, Naifeh, James A., Nock, Matthew K., Petukhova, Maria, Sadikova, Ekaterina, Sampson, Nancy A., Sverdrup, Erik, Zubizarreta, Jose R., Wager, Stefan, Wagner, James, Stein, Murray B., Ursano, Robert J.

Volltext

Comment: Invariance and Causal Inference von Wager, Stefan

Volltext

Off-policy evaluation in partially observed Markov decision processes under sequential ignorability von Hu, Yuchen, Wager, Stefan

Volltext

Confidence Intervals for Random Forests: The Jackknife and the Infinitesimal Jackknife von Wager, Stefan, Hastie, Trevor, Efron, Bradley

Volltext

Rejoinder: Confidence Intervals for Nonparametric Empirical Bayes Analysis von Ignatiadis, Nikolaos, Wager, Stefan

Volltext

Approximate residual balancing: debiased inference of average treatment effects in high dimensions von Athey, Susan, Imbens, Guido W., Wager, Stefan

Volltext

Prevalence and Predictors of Malnutrition among Guatemalan Children at 2 Years of Age von Nagata, Jason M, Gippetti, James, Wager, Stefan, Chavez, Alejandro, Wise, Paul H

Volltext

Learning When-to-Treat Policies von Nie, Xinkun, Brunskill, Emma, Wager, Stefan

Volltext