Mager wager5/7/2023 ![]() Journal of Multivariate Analysis, 130, 2014. Subsampling Extremes: From Block Maxima to Smooth Tail Estimation. A Geometric Approach to Density Estimation with Additive Noise. Quantifying and Exploiting the Age Dependence in the Effect of Supplementary Food for Child Undernutrition. Journal of Operations Management, 32(6), 2014. Norman Schürhoff, Christophe Tasserit, and Stefan Wager. Journal of Operations Management, 32(6), 2014.ĭe Treville, Suzanne, Isik Bicer, Valérie Chavez-Demoulin, Verena Hagspiel, Proceedings of the National Academy of Sciences, 113(45), 2016.ĭe Treville, Suzanne, Jeffrey Petty, and Stefan Wager.Įconomies of Extremes: Lessons from Venture-Capital Decision Making. ![]() High-Dimensional Regression Adjustments in Randomized Experiments. Wager, Stefan, Wenfei Du, Jonathan Taylor, and Robert Tibshirani. Conference on Learning Theory, 2016.Ĭomments on: A random forest guided tour. Memory, Communication, and Statistical Queries. Steinhardt, Jacob, Gregory Valiant, and Stefan Wager. Journal of Computational and Graphical Statistics, 25(1), 2016. Josse, Julie, Stefan Wager, and François Husson.Ĭonfidence Areas for Fixed-Effects PCA. Journal of Machine Learning Research, 17(124), 2016. Journal of the Royal Statistical Society: Series B, 78(2), 2016.īootstrap-Based Regularization for Low-Rank Matrix Estimation. Sequential Selection Procedures and False Discovery Rate Control. Grazier G'Sell, Max, Stefan Wager, Alexandra Chouldechova, and Robert Tibshirani. Journal of the American Statistical Association, 113(523), 2018. Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018.Įstimation and Inference of Heterogeneous Treatment Effects using Random Forests. Pryzant, Reid, Kelly Shen, Dan Jurafsky, and Stefan Wager.ĭeconfounded lexicon induction for interpretable social science. Shape-Constrained Partial Identification of a Population Mean under Unknown Probabilities of Sample Selection. Miratrix, Luke, Stefan Wager, José Zubizarreta High-Dimensional Asymptotics of Prediction: Ridge Regression and Classification. Journal of the Royal Statistical Society: Series B, 80(4), 2018. Statistical Science, 35(3), 2020.Īthey, Susan, Guido Imbens, and Stefan Wager.Īpproximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions. Invariance and Causal Inference: Comment on a Paper by Bühlmann. ![]() Journal of the American Statistical Association, 115(529), 2020. Bayesian Analysis, 15(3), 2020.Ĭross-Validation, Risk Estimation, and Model Selection: Comment on a Paper by Rosset and Tibshirani. Journal of Open Source Software, 5(50), 2020.Ĭomment on "Bayesian Regression Tree Models for Causal Inference" by Hahn, Murray and Carvalho. Policytree: Policy learning via doubly robust empirical welfare maximization over trees. Sverdrup, Erik, Ayush Kanodia, Zhengyuan Zhou, Susan Athey, and Stefan Wager. Annals of Applied Statistics, 14(3), 2020. Mayer, Imke, Erik Sverdrup, Tobias Gauss, Jean-Denis Moyer, Stefan Wager, and Julie Josse.ĭoubly robust treatment effect estimation with missing attributes. Journal of Business & Economic Statistics, 28, 2020. Management Science, 67(11), 2021.ĭebiased Inference of Average Partial Effects in Single-Index Models: Comment on Wooldridge and Zhu. Journal of the American Statistical Association, 116(533), 2021.Įxperimenting in Equilibrium. Nie, Xinkun, Emma Brunskill, and Stefan Wager. Quasi-Oracle Estimation of Heterogeneous Treatment Effects. Proceedings of the National Academy of Sciences, 118(15), 2021.Īugmented Minimax Linear Estimation. Hadad, Vitor, David Hirshberg, Ruohan Zhan, Stefan Wager, and Susan Athey.Ĭonfidence Intervals for Policy Evaluation in Adaptive Experiments. Journal of Computational and Graphical Statistics, 30(2), 2021. Econometrica, 89(1), 2021.įriedberg, Rina, Julie Tibshirani, Susan Athey, and Stefan Wager. ![]() Yadlowsky, Steve, Scott Fleming, Nigam Shah, Emma Brunskill and Stefan Wager.Įvaluating Treatment Prioritization Rules via Rank-Weighted Average Treatment Effects.Īrkhangelsky, Dmitry, Susan Athey, David Hirshberg, Guido Imbens, and Stefan Wager. Treatment Allocation under Uncertain Costs.Īdaptive Concentration of Regression Trees, with Application to Random Forests.ĭiffusion Asymptotics for Sequential Experiments. Sun, Hao, Evan Munro, Georgy Kalashnov, Shuyang Du, and Stefan Wager. Sahoo, Roshni, Lihua Lei, and Stefan Wager. Network Interference in Micro-Randomized Trials. Switchback Experiments under Geometric Mixing. Off-Policy Evaluation in Partially Observed Markov Decision Processes. Noise-Induced Randomization in Regression Discontinuity Designs. Sparsity Double Robust Inference of Average Treatment Effects.Įckles, Dean, Nikolaos Ignatiadis, Stefan Wager, and Han Wu. Bradic, Jelena, Stefan Wager, and Yinchu Zhu. ![]()
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