Research graph
References from Estimation of Covariate Balancing Propensity Score Based on Outcome Adaptive Lasso. Local targets link to admitted publications; unresolved targets remain external evidence.
Large Sample Properties of Matching Estimators for Average Treatment Effects
10.1111/j.1468-0262.2006.00655.x · 2006 · External reference
Propensity Scores Based Methods for Estimating Average Treatment Effect and Average Treatment Effect Among Treated: A Comparative Study
10.1002/bimj.201600094 · 2017 · External reference
Variable Selection for Propensity Score Models
10.1093/aje/kwj149 · 2006 · External reference
A Comparison of Machine Learning Algorithms and Covariate Balance Measures for Propensity Score Matching and Weighting
10.1002/bimj.201800132 · 2019 · External reference
The Effectiveness of Right Heart Catheterization in the Initial Care of Critically III Patients
10.1001/jama.1996.03540110043030 · 1996 · External reference
Dealing With Limited Overlap in Estimation of Average Treatment Effects
10.1093/biomet/asn055 · 2009 · External reference
Covariate Selection for the Nonparametric Estimation of an Average Treatment Effect
10.1093/biomet/asr041 · 2011 · External reference
Goodness‐of‐Fit Tests for Linear and Nonlinear Time Series Models
10.1198/016214505000001050 · 2006 · External reference
An Updated Review of Goodness‐of‐Fit Tests for Regression Models
10.1007/s11749-013-0327-5 · 2013 · External reference
Variable Selection Versus Shrinkage in the Control of Multiple Confounders. Response
10.1093/aje/kwm355 · 2008 · External reference
Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies
10.1093/pan/mpr025 · 2012 · External reference
Covariate Balancing Propensity Score
10.1111/rssb.12027 · 2014 · External reference
Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean From Incomplete Data
2007 · External reference
On the Assessment of Monte Carlo Error in Simulation‐Based Statistical Analyses
10.1198/tast.2009.0030 · 2009 · External reference
Effects of Adjusting for Instrumental Variables on Bias and Precision of Effect Estimates
10.1093/aje/kwr364 · 2011 · External reference
Model‐Based Direct Adjustment
10.1080/01621459.1987.10478441 · 1987 · External reference
Optimal Matching for Observational Studies
10.1080/01621459.1989.10478868 · 1989 · External reference
The Central Role of the Propensity Score in Observational Studies for Causal Effects
10.1093/biomet/70.1.41 · 1983 · External reference
Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score
10.1080/00031305.1985.10479383 · 1985 · External reference
A Note on Overadjustment in Inverse Probability Weighted Estimation
10.1093/biomet/asq049 · 2010 · External reference
Covariate Distribution Balance via Propensity Scores
10.1002/jae.2909 · 2022 · External reference
Overadjustment Bias and Unnecessary Adjustment in Epidemiologic Studies
10.1097/ede.0b013e3181a819a1 · 2009 · External reference
Outcome‐Adaptive Lasso: Variable Selection for Causal Inference
10.1111/biom.12679 · 2017 · External reference
Covariate Selection Strategies for Causal Inference: Classification and Comparison
10.1002/bimj.201700294 · 2019 · External reference
