Constrained Maximum Likelihood Estimation for Model Calibration Using Summary-Level Information From External Big Data Sources

From sample average treatment effect to population average treatment effect on the treated: combining experimental with observational studies to estimate population treatment effects

(2015) Erin Hartman et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

External Validity: From Do-Calculus to Transportability Across Populations

(2015) Judea Pearl et al.   STATISTICAL SCIENCE

Standardization and Control for Confounding in Observational Studies: A Historical Perspective

(2015) Niels Keiding et al.   STATISTICAL SCIENCE

Multilevel Regression and Poststratification for Small-Area Estimation of Population Health Outcomes: A Case Study of Chronic Obstructive Pulmonary Disease Prevalence Using the Behavioral Risk Factor Surveillance System

(2014) X. Zhang et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Using covariate-specific disease prevalence information to increase the power of case-control studies

(2014) J. Qin et al.   BIOMETRIKA

Benchmarking small area estimators

(2012) W. R. Bell et al.   BIOMETRIKA

Connections between Survey Calibration Estimators and Semiparametric Models for Incomplete Data

(2011) Thomas Lumley et al.   INTERNATIONAL STATISTICAL REVIEW

Comprehensive analysis of common genetic variation in 61 genes related to steroid hormone and insulin-like growth factor-I metabolism and breast cancer risk in the NCI breast and prostate cancer cohort consortium†

(2010) Federico Canzian et al.   HUMAN MOLECULAR GENETICS

The use of propensity scores to assess the generalizability of results from randomized trials

(2010) Elizabeth A. Stuart et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

The calibration of treatment effects from clinical trials to target populations

(2009) Constantine Frangakis   Clinical Trials

Breast Cancer Relative Hazard Estimates From Case–Control and Cohort Designs With Missing Data on Mammographic Density

(2008) Jinbo Chen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Generalizing from clinical trial data: A case study. The risk of suicidality among pediatric antidepressant users

(2008) Joel B. Greenhouse et al.   STATISTICS IN MEDICINE