Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score (original) (raw)
Propensity scores for the estimation of average treatment effects in observational studies
Leonardo Grilli
Training Sessions on Causal Inference, Bristol, 2011
View PDFchevron_right
Partially Pooled Propensity Score Models for Average Treatment Effect Estimation with Multilevel Data
Trang Q Nguyen
2020
View PDFchevron_right
Advanced Statistics: The Propensity Score—A Method for Estimating Treatment Effect in Observational Research
Melanie Arthur
Academic Emergency Medicine, 2004
View PDFchevron_right
Balancing properties. A need for the application of propensity score methods in estimation of treatment effects
Arantza Urkaregi
Sort-statistics and Operations Research Transactions, 2014
View PDFchevron_right
Propensity score specification for optimal estimation of average treatment effect with binary response
Jiapeng Huang
Statistical Methods in Medical Research, 2020
View PDFchevron_right
Improved precision in estimating average treatment effects
Richard Berk
View PDFchevron_right
The Propensity Score: A Means to An End
Boris Augurzky
2001
View PDFchevron_right
Propensity Score Estimation With Boosted Regression for Evaluating Causal Effects in Observational Studies
Greg Ridgeway
Psychological Methods, 2004
View PDFchevron_right
The relative impact of treatment program ‘robustness’ and ‘dosage’ on client outcomes
Jeanette Jerrell
Evaluation and Program Planning, 1999
View PDFchevron_right
Propensity Score Approaches in Quantifying Effects of Treatment from Observational Data
Alvin Duke Sy
Acta Medica Philippina, 2022
View PDFchevron_right
Cross-calibration of stroke disability measures: Bayesian analysis of longitudinal ordinal categorical data using negative dependence
D. Matchar
Journal of the American Statistical Association, 2003
View PDFchevron_right
One-Step weighting to generalize and transport treatment effect estimates to a target population
Eric Cohn, Ambarish Chattopadhyay
arXiv (Cornell University), 2022
View PDFchevron_right
A Primer for Applying Propensity-Score Matching
Alessandro Maffioli
2010
View PDFchevron_right
An overview of the objectives of and the approaches to propensity score analyses
Peter Juni
European Heart Journal, 2011
View PDFchevron_right
Propensity score regression for causal inference with treatment heterogeneity
Runze Li
2021
View PDFchevron_right
Two-step estimation of binary response models with sample selection
Franco Peracchi
Faculty of Economics, Tor Vergata University, I- …, 2001
View PDFchevron_right
Propensity Score Methods for Analyzing Observational Data Like Randomized Experiments: Challenges and Solutions for Rare Outcomes and Exposures
Yuan-Shung Huang
American journal of epidemiology, 2015
View PDFchevron_right
Estimation of average treatment effects among multiple treatment groups by using an ensemble approach
K. Kulasekera
Statistics in Medicine, 2019
View PDFchevron_right
Novel Propensity Score Methods for Multiple and Continuous Treatments: Applications to Ehr Data
Derek Brown
2019
View PDFchevron_right
Random Recursive Partitioning: a matching method for the estimation of the average treatment effect
Stefano Iacus
Journal of Applied Econometrics, 2009
View PDFchevron_right
Challenges With Propensity Score Strategies in a High-Dimensional Setting and a Potential Alternative
Christopher Weiss
Multivariate Behavioral Research, 2011
View PDFchevron_right
Efficient propensity score regression estimators of multivalued treatment effects for the treated
Ying-Ying Lee
Journal of Econometrics
View PDFchevron_right
An Introduction to the Augmented Inverse Propensity Weighted Estimator
Adam Glynn
Political Analysis, 2010
View PDFchevron_right
The propensity score with continuous treatments
Guido Imbens, Keisuke Hirano
2004
View PDFchevron_right
Estimation of causal effects using propensity score weighting: An application to data on right heart catheterization
Guido Imbens, Keisuke Hirano
2001
View PDFchevron_right
Evaluating inverse propensity score weighting in the presence of many treatments. An application to the estimation of the neighbourhood effect
Giovanna Boccuzzo
Journal of Statistical Computation and Simulation, 2020
View PDFchevron_right
Covariate Measurement Error in Propensity Score Analysis: An Empirical Investigation of Impacts on Treatment Effect Estimates
Rheta Lanehart, Ph.D.
View PDFchevron_right
The use of propensity scores to assess the generalizability of results from randomized trials
Elizabeth Stuart, Catherine Bradshaw
2011
View PDFchevron_right
Average Treatment Effect Estimation Via Random Recursive Partitioning
Stefano Iacus
SSRN Electronic Journal, 2000
View PDFchevron_right
Examining effect modification within propensity score methods
Mohammad Abdullah Heel Kafi
2021
View PDFchevron_right
Estimating Heterogeneous Treatment Effects with Observational Data
Jennie Brand
Sociological Methodology, 2012
View PDFchevron_right
Improving the causal treatment effect estimation with propensity scores by the bootstrap
Maeregu Woldeyes Arisido
AStA Advances in Statistical Analysis
View PDFchevron_right