Showing 1–20 of 68 results
/ Date/ Name
Sep 18, 2022Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision ProcessesJun 13, 2022Inference for change-plane regressionMay 28, 2012Likelihood based inference for current status data on a grid: A boundary phenomenon and an adaptive inference procedureDec 20, 2019Interval censored recursive forestsApr 29, 2019Genome analysis and pleiotropy assessment using causal networks with loss of function mutation and metabolomicsAug 26, 2011Penalized Q-Learning for Dynamic Treatment RegimesNov 7, 2016Robust Hybrid Learning for Estimating Personalized Dynamic Treatment RegimensNov 10, 2016Estimating Dynamic Treatment Regimes in Mobile Health Using V-learningMay 4, 2006Higher order semiparametric frequentist inference with the profile samplerMay 16, 2008Bootstrapping the Grenander estimatorDec 23, 2023Constructing a T-test for Value Function Comparison of Individualized Treatment Regimes in the Presence of Multiple Imputation for Missing DataJun 5, 2017Double Sparsity Kernel Learning with Automatic Variable Selection and Data ExtractionOct 7, 2022Efficient and Robust Approaches for Analysis of SMARTs: Illustration using the ADAPT-R TrialSep 2, 2014Asymptotics for change-point models under varying degrees of mis-specificationNov 13, 2019Balanced Policy Evaluation and Learning for Right Censored DataJul 17, 2018Receiver Operating Characteristic Curves and Confidence Bands for Support Vector MachinesDec 6, 2020Multi-stage optimal dynamic treatment regimes for survival outcomes with dependent censoringJan 27, 2020Estimating heterogeneous treatment effects with right-censored data via causal survival forestsFeb 11, 2006Penalized log-likelihood estimation for partly linear transformation models with current status dataDec 7, 2006General frequentist properties of the posterior profile distribution