Principles of confounder selection

Targeted Maximum Likelihood Estimation for Causal Inference in Observational Studies

(2016) Megan S. Schuler et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Exact post-selection inference, with application to the lasso

(2016) Jason D. Lee et al.   ANNALS OF STATISTICS

Sensitivity Analysis Without Assumptions

(2016) Peng Ding et al.   EPIDEMIOLOGY

Causal inference and longitudinal data: a case study of religion and mental health

(2016) Tyler J. VanderWeele et al.   SOCIAL PSYCHIATRY AND PSYCHIATRIC EPIDEMIOLOGY

Incidence of Adult-onset Asthma After Hypothetical Interventions on Body Mass Index and Physical Activity: An Application of the Parametric G-Formula

(2013) Judith Garcia-Aymerich et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Changes in Fish Consumption in Midlife and the Risk of Coronary Heart Disease in Men and Women

(2013) Martin Lajous et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Bias attenuation results for nondifferentially mismeasured ordinal and coarsened confounders

(2012) E. L. Ogburn et al.   BIOMETRIKA

On the Nondifferential Misclassification of a Binary Confounder

(2012) Elizabeth L. Ogburn et al.   EPIDEMIOLOGY

Hypothetical Midlife Interventions in Women and Risk of Type 2 Diabetes

(2012) Goodarz Danaei et al.   EPIDEMIOLOGY

Covariate Selection in High-Dimensional Propensity Score Analyses of Treatment Effects in Small Samples

(2011) Jeremy A. Rassen et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Effects of Adjusting for Instrumental Variables on Bias and Precision of Effect Estimates

(2011) Jessica A. Myers et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

A New Criterion for Confounder Selection

(2011) Tyler J. VanderWeele et al.   BIOMETRICS

Concerning the Consistency Assumption in Causal Inference

(2010) Tyler J. VanderWeele   EPIDEMIOLOGY

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

(2009) Sebastian Schneeweiss et al.   EPIDEMIOLOGY

Intervening on risk factors for coronary heart disease: an application of the parametric g-formula

(2009) Sarah L Taubman et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Illustrating bias due to conditioning on a collider

(2009) Stephen R Cole et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Should observational studies be designed to allow lack of balance in covariate distributions across treatment groups?

(2009) Donald B. Rubin   STATISTICS IN MEDICINE

Propensity scores and M-structures

(2009) Arvid Sjölander   STATISTICS IN MEDICINE

For objective causal inference, design trumps analysis

(2008) Donald B. Rubin   Annals of Applied Statistics

Methodological Challenges in Causal Research on Racial and Ethnic Patterns of Cognitive Trajectories: Measurement, Selection, and Bias

(2008) M. Maria Glymour et al.   NEUROPSYCHOLOGY REVIEW