Multiply robust causal inference with double-negative control adjustment for categorical unmeasured confounding

OUP accepted manuscript

(2018)   BIOMETRIKA

Bounded, efficient and multiply robust estimation of average treatment effects using instrumental variables

(2017) Linbo Wang et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

On Negative Outcome Control of Unobserved Confounding as a Generalization of Difference-in-Differences

(2016) Tamar Sofer et al.   STATISTICAL SCIENCE

Measurement bias and effect restoration in causal inference

(2014) M. Kuroki et al.   BIOMETRIKA

Adapting Group Sequential Methods to Observational Postlicensure Vaccine Safety Surveillance: Results of a Pentavalent Combination DTaP-IPV-Hib Vaccine Safety Study

(2013) Jennifer C. Nelson et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

The Control Outcome Calibration Approach for Causal Inference With Unobserved Confounding

(2013) E. Tchetgen Tchetgen   AMERICAN JOURNAL OF EPIDEMIOLOGY

Interpreting observational studies: why empirical calibration is needed to correctp-values

(2013) Martijn J. Schuemie et al.   STATISTICS IN MEDICINE

Semiparametric theory for causal mediation analysis: Efficiency bounds, multiple robustness and sensitivity analysis

(2012) Eric J. Tchetgen Tchetgen et al.   ANNALS OF STATISTICS

On the Nondifferential Misclassification of a Binary Confounder

(2012) Elizabeth L. Ogburn et al.   EPIDEMIOLOGY

Negative Control Exposures in Epidemiologic Studies

(2012) Marc Lipsitch et al.   EPIDEMIOLOGY

Using control genes to correct for unwanted variation in microarray data

(2011) J. A. Gagnon-Bartsch et al.   BIOSTATISTICS

Bootstrap consistency for general semiparametric M-estimation

(2010) Guang Cheng et al.   ANNALS OF STATISTICS

Assessing Intrauterine Influences on Offspring Health Outcomes: Can Epidemiological Studies Yield Robust Findings?

(2010) George Davey Smith   BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY

Negative Controls

(2010) Marc Lipsitch et al.   EPIDEMIOLOGY

A Method for Detection of Residual Confounding in Time-series and Other Observational Studies

(2010) W. Dana Flanders et al.   EPIDEMIOLOGY

Multiply Robust Inference for Statistical Interactions

(2009) Stijn Vansteelandt et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION