Using high-dimensional propensity scores to automate confounding control in a distributed medical product safety surveillance system

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

Assessing the Comparative Effectiveness of Newly Marketed Medications: Methodological Challenges and Implications for Drug Development

(2011) S Schneeweiss et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Confounding adjustment via a semi-automated high-dimensional propensity score algorithm: an application to electronic medical records

(2011) Sengwee Toh et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Treatment Effects in the Presence of Unmeasured Confounding: Dealing With Observations in the Tails of the Propensity Score Distribution--A Simulation Study

(2010) T. Sturmer et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Variation in the Risk of Suicide Attempts and Completed Suicides by Antidepressant Agent in Adults

(2010) Sebastian Schneeweiss et al.   ARCHIVES OF GENERAL PSYCHIATRY

Anticonvulsant Medications and the Risk of Suicide, Attempted Suicide, or Violent Death

(2010) Elisabetta Patorno   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Privacy-Maintaining Propensity Score-Based Pooling of Multiple Databases Applied to a Study of Biologics

(2010) Jeremy A. Rassen et al.   MEDICAL CARE

Confounding Control in Healthcare Database Research

(2010) M. Alan Brookhart et al.   MEDICAL CARE

Comparative Safety of Antidepressant Agents for Children and Adolescents Regarding Suicidal Acts

(2010) S. Schneeweiss et al.   PEDIATRICS

Multivariate-adjusted pharmacoepidemiologic analyses of confidential information pooled from multiple health care utilization databases

(2010) Jeremy A. Rassen et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Instrumental variable methods in comparative safety and effectiveness research

(2010) M. Alan Brookhart et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

A basic study design for expedited safety signal evaluation based on electronic healthcare data

(2010) Sebastian Schneeweiss   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Cardiovascular Outcomes and Mortality in Patients Using Clopidogrel With Proton Pump Inhibitors After Percutaneous Coronary Intervention or Acute Coronary Syndrome

(2009) Jeremy A. Rassen et al.   CIRCULATION

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

(2009) Sebastian Schneeweiss et al.   EPIDEMIOLOGY

Instrumental variables I: instrumental variables exploit natural variation in nonexperimental data to estimate causal relationships

(2009) Jeremy A. Rassen et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Instrumental variables II: instrumental variable application—in 25 variations, the physician prescribing preference generally was strong and reduced covariate imbalance

(2009) Jeremy A. Rassen et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY