Causal inference, probability theory, and graphical insights

Implications of M Bias in Epidemiologic Studies: A Simulation Study

(2012) W. Liu et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Surrogate Endpoint Analysis: An Exercise in Extrapolation

(2012) Stuart G. Baker et al.   JNCI-Journal of the National Cancer Institute

Myers et al. Respond to "Understanding Bias Amplification"

(2011) J. A. Myers 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

Invited Commentary: Understanding Bias Amplification

(2011) J. Pearl   AMERICAN JOURNAL OF EPIDEMIOLOGY

A New Criterion for Confounder Selection

(2011) Tyler J. VanderWeele et al.   BIOMETRICS

The Simpson's paradox unraveled

(2011) Miguel A Hernán 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

Remarks on the method of propensity score

(2009) Judea Pearl   STATISTICS IN MEDICINE

Propensity scores

(2009) Ian Shrier   STATISTICS IN MEDICINE

Propensity scores and M-structures

(2009) Arvid Sjölander   STATISTICS IN MEDICINE

On physicalism and Downward Causation in Developmental and Cancer Biology

(2008) A. M. Soto et al.   ACTA BIOTHEORETICA

Author's Reply

(2008) Donald B. Rubin   STATISTICS IN MEDICINE

Letter to the Editor

(2007) Ian Shrier   STATISTICS IN MEDICINE