Treatrew: A User-Written Command for Estimating Average Treatment Effects by Reweighting on the Propensity Score
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Summary
The user-written command treatrew is presented, which implements reweighting on the propensity-score estimator as proposed by Rosenbaum and Rubin (1983) in their seminal article, and proves to be a valuable tool for estimating average treatment effects under selection on observables.
- Type
- article
- Published
- 2014-09-01
- Cited by
- 18
- References
- 10
- Access
- Open access
- OpenAlex
- https://openalex.org/W70708852
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:62371443
Keywords
Estimator, Propensity score matching, Average treatment effect, Standard error, Statistics
References
- A Generalization of Sampling Without Replacement from a Finite Universe
- Matching Estimators of Causal Effects
- Inverse probability weighted estimation for general missing data problems
- Efficient estimation of average treatment effects using the estimated propensity score
- Efficient Estimation of Average Treatment Effects with Mixed Categorical and Continuous Data
- The central role of the propensity score in observational studies for causal effects
- On the Failure of the Bootstrap for Matching Estimators
- Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study
- A Propensity Score Reweighting Approach to Estimating the Partisan Effects of Full Turnout in American Presidential Elections
Cited by
- Cost-Effectiveness Analysis of Renin-Angiotensin Aldosterone System Blockade in Progression of Chronic Kidney Disease.
- Ivtreatreg: A Command for Fitting Binary Treatment Models with Heterogeneous Response to Treatment and Unobservable Selection
- Foreign ownership and the export and import propensities of developing-country firms
- Effect of Lipophilic and Hydrophilic Statins on Breast Cancer Risk in Thai Women: A Cross-sectional Study
- Progression of chronic kidney disease: an illness-death model approach
- Educational Reproduction in Great Britain: A Prospective Approach
- Treatment effects of renin-angiotensin aldosterone system blockade on kidney failure and mortality in chronic kidney disease patients
- Can Community-Based Health Insurance Nudge Preventive Health Behaviours? Evidence from Rural Uganda
- Anything new in town? The local effects of urban regeneration policies in Italy
- Semi-supervised learning and the question of true versus estimated propensity scores
- Impact of regional water supply, sanitation et hygiene (WASH) program in Senegal on rural livelihoods and sustainable development
- Effect of nutrition awareness on utilization of Orange Fleshed Sweetpotato among vulnerable populations in Kenya
- An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series
- Improving learning outcomes of medical terminology course through classroom-based gamified crossword puzzle activities
- Treatment bootstrapping: A new approach to quantify uncertainty of average treatment effect estimates
- Methods Based on Selection on Unobservables
- The Geography of Coworking Spaces and the Effects on the Urban Context: Are Pole Areas Gaining?
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