标题
Balancing vs modeling approaches to weighting in practice
作者
关键词
-
出版物
STATISTICS IN MEDICINE
Volume 39, Issue 24, Pages 3227-3254
出版商
Wiley
发表日期
2020-09-04
DOI
10.1002/sim.8659
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Covariate balancing propensity score by tailored loss functions
- (2019) Qingyuan Zhao ANNALS OF STATISTICS
- Regularized calibrated estimation of propensity scores with model misspecification and high-dimensional data
- (2019) Z Tan BIOMETRIKA
- Covariate association eliminating weights: a unified weighting framework for causal effect estimation
- (2018) Sean Yiu et al. BIOMETRIKA
- Approximate residual balancing: debiased inference of average treatment effects in high dimensions
- (2018) Susan Athey et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- On Two Approaches to Weighting in Causal Inference
- (2017) David A. Hirshberg et al. EPIDEMIOLOGY
- Impact of National Ambient Air Quality Standards nonattainment designations on particulate pollution and health
- (2017) Corwin M. Zigler et al. EPIDEMIOLOGY
- Optimal Probability Weights for Inference With Constrained Precision
- (2017) Michele Santacatterina et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Balancing Covariates via Propensity Score Weighting
- (2017) Fan Li et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Discrete Optimization for Interpretable Study Populations and Randomization Inference in an Observational Study of Severe Sepsis Mortality
- (2016) Colin B. Fogarty et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Stable Weights that Balance Covariates for Estimation With Incomplete Outcome Data
- (2015) José R. Zubizarreta JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- From sample average treatment effect to population average treatment effect on the treated: combining experimental with observational studies to estimate population treatment effects
- (2015) Erin Hartman et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
- Globally efficient non-parametric inference of average treatment effects by empirical balancing calibration weighting
- (2015) Kwun Chuen Gary Chan et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies
- (2015) Peter C. Austin et al. STATISTICS IN MEDICINE
- Covariate balancing propensity score
- (2013) Kosuke Imai et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- Using Mixed Integer Programming for Matching in an Observational Study of Kidney Failure After Surgery
- (2012) José R. Zubizarreta JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Invited Commentary: Positivity in Practice
- (2010) D. Westreich et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- BART: Bayesian additive regression trees
- (2010) Hugh A. Chipman et al. Annals of Applied Statistics
- Bayesian Nonparametric Modeling for Causal Inference
- (2010) Jennifer L. Hill JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
- The use of propensity scores to assess the generalizability of results from randomized trials
- (2010) Elizabeth A. Stuart et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
- Diagnosing and responding to violations in the positivity assumption
- (2010) Maya L Petersen et al. STATISTICAL METHODS IN MEDICAL RESEARCH
- Matching Methods for Causal Inference: A Review and a Look Forward
- (2010) Elizabeth A. Stuart STATISTICAL SCIENCE
- Dealing with limited overlap in estimation of average treatment effects
- (2009) R. K. Crump et al. BIOMETRIKA
- Split Samples and Design Sensitivity in Observational Studies
- (2009) Ruth Heller et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Improving propensity score weighting using machine learning
- (2009) Brian K. Lee et al. STATISTICS IN MEDICINE
- Constructing Inverse Probability Weights for Marginal Structural Models
- (2008) S. R. Cole et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- For objective causal inference, design trumps analysis
- (2008) Donald B. Rubin Annals of Applied Statistics
- Misunderstandings between experimentalists and observationalists about causal inference
- (2008) Kosuke Imai et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
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