
On Irreversible Metropolis Sampling Related to Langevin Dynamics
There has been considerable interest in designing Markov chain Monte Car...
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Consistent and robust inference in hazard probability and odds models with discretetime survival data
For discretetime survival data, conditional likelihood inference in Cox...
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Doubly Robust Semiparametric Inference Using Regularized Calibrated Estimation with Highdimensional Data
Consider semiparametric estimation where a doubly robust estimating func...
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Highdimensional Modelassisted Inference for Local Average Treatment Effects with Instrumental Variables
Consider the problem of estimating the local average treatment effect wi...
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Hamiltonian Assisted Metropolis Sampling
Various Markov chain Monte Carlo (MCMC) methods are studied to improve u...
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On loss functions and regret bounds for multicategory classification
We develop new approaches in multiclass settings for constructing prope...
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Analysis of odds, probability, and hazard ratios: From 2 by 2 tables to twosample survival data
Analysis of 2 by 2 tables and twosample survival data has been widely u...
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Semisupervised Logistic Learning Based on Exponential Tilt Mixture Models
Consider semisupervised learning for classification, where both labeled...
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Hierarchical Total Variations and Doubly Penalized ANOVA Modeling for Multivariate Nonparametric Regression
For multivariate nonparametric regression, functional analysisofvarian...
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On doubly robust estimation for logistic partially linear models
Consider a logistic partially linear model, in which the logit of the me...
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Improved Methods for Moment Restriction Models with Marginally Incompatible Data Combination and an Application to Twosample Instrumental Variable Estimation
Combining information from multiple samples is often needed in biomedica...
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Improved Estimation of Average Treatment Effects on the Treated: Local Efficiency, Double Robustness, and Beyond
Estimation of average treatment effects on the treated (ATT) is an impor...
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Modelassisted inference for treatment effects using regularized calibrated estimation with highdimensional data
Consider the problem of estimating average treatment effects when a larg...
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Zhiqiang Tan
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