Accounting for uncertainty in confounder and effect modifier selection when estimating average causal effects in generalized linear models

Extending the Bayesian Adjustment for Confounding algorithm to binary treatment covariates to estimate the effect of smoking on carotid intima-media thickness: the Multi-Ethnic Study of Atherosclerosis

(2014) Geneviève Lefebvre et al.   STATISTICS IN MEDICINE

The effect of the prior distribution in the Bayesian Adjustment for Confounding algorithm

(2013) Geneviève Lefebvre et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Uncertainty in Propensity Score Estimation: Bayesian Methods for Variable Selection and Model-Averaged Causal Effects

(2013) Corwin Matthew Zigler et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Does 30-Day Readmission Affect Long-term Outcome Among Glioblastoma Patients?

(2013) Miriam Nuño et al.   NEUROSURGERY

Discussions

(2012) Stijn Vansteelandt   BIOMETRICS

Bayesian Effect Estimation Accounting for Adjustment Uncertainty

(2012) Chi Wang et al.   BIOMETRICS

Different Methods of Balancing Covariates Leading to Different Effect Estimates in the Presence of Effect Modification

(2009) M. Lunt et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

High-dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data

(2009) Sebastian Schneeweiss et al.   EPIDEMIOLOGY

Bayesian propensity score analysis for observational data

(2008) Lawrence C. McCandless et al.   STATISTICS IN MEDICINE