Adjustment for time-dependent unmeasured confounders in marginal structural Cox models using validation sample data

Network meta-analysis of treatments for type 2 diabetes mellitus following failure with metformin plus sulfonylurea

(2016) G. Lozano-Ortega et al.   CURRENT MEDICAL RESEARCH AND OPINION

The missing cause approach to unmeasured confounding in pharmacoepidemiology

(2016) Michal Abrahamowicz et al.   STATISTICS IN MEDICINE

Martingale residual-based method to control for confounders measured only in a validation sample in time-to-event analysis

(2016) Rebecca M. Burne et al.   STATISTICS IN MEDICINE

Incorporating Linked Healthcare Claims to Improve Confounding Control in a Study of In-Hospital Medication Use

(2015) Jessica M. Franklin et al.   DRUG SAFETY

Addressing Limitations in Observational Studies of the Association Between Glucose-Lowering Medications and All-Cause Mortality: A Review

(2015) Elisabetta Patorno et al.   DRUG SAFETY

Prenatal triptan exposure and parent-reported early childhood neurodevelopmental outcomes: an application of propensity score calibration to adjust for unmeasured confounding by migraine severity

(2015) Mollie E. Wood et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Adjustment for Missing Confounders in Studies Based on Observational Databases: 2-Stage Calibration Combining Propensity Scores From Primary and Validation Data

(2014) Hui-Wen Lin et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Association Between Intensification of Metformin Treatment With Insulin vs Sulfonylureas and Cardiovascular Events and All-Cause Mortality Among Patients With Diabetes

(2014) Christianne L. Roumie et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Flexible Marginal Structural Models for Estimating the Cumulative Effect of a Time-Dependent Treatment on the Hazard: Reassessing the Cardiovascular Risks of Didanosine Treatment in the Swiss HIV Cohort Study

(2014) Yongling Xiao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Safety and effectiveness of dipeptidyl peptidase-4 inhibitors versus intermediate-acting insulin or placebo for patients with type 2 diabetes failing two oral antihyperglycaemic agents: a systematic review and network meta-analysis

(2014) Andrea C Tricco et al.   BMJ Open

Pharmacologic Management of Type 2 Diabetes

(2013) William Harper et al.   Canadian Journal of Diabetes

HbA1c and Risk of Severe Hypoglycemia in Type 2 Diabetes: The Diabetes and Aging Study

(2013) K. J. Lipska et al.   DIABETES CARE

Increased Mortality of Patients With Diabetes Reporting Severe Hypoglycemia

(2012) R. G. McCoy et al.   DIABETES CARE

Adjustment for Missing Confounders Using External Validation Data and Propensity Scores

(2012) Lawrence C. McCandless et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Methods for dealing with time-dependent confounding

(2012) R.M. Daniel et al.   STATISTICS IN MEDICINE

DPP-4 Inhibitors: Impact on glycemic control and cardiovascular risk factors

(2011) D. Dicker   DIABETES CARE

Accuracy of Conventional and Marginal Structural Cox Model Estimators: A Simulation Study

(2010) Yongling Xiao et al.  

Leisure-time Physical Activity and All-cause Mortality in an Elderly Cohort

(2009) Oliver Bembom et al.   EPIDEMIOLOGY

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

(2009) Sebastian Schneeweiss et al.   EPIDEMIOLOGY

Sensitivity analyses to estimate the potential impact of unmeasured confounding in causal research

(2009) Rolf H H Groenwold et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Relation between three classes of structural models for the effect of a time-varying exposure on survival

(2009) Jessica G. Young et al.   LIFETIME DATA ANALYSIS

Imputing missing covariate values for the Cox model

(2009) Ian R. White et al.   STATISTICS IN MEDICINE

Constructing Inverse Probability Weights for Marginal Structural Models

(2008) S. R. Cole et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Medical Management of Hyperglycemia in Type 2 Diabetes: A Consensus Algorithm for the Initiation and Adjustment of Therapy: A consensus statement of the American Diabetes Association and the European Association for the Study of Diabetes

(2008) D. M. Nathan et al.   DIABETES CARE

Missing Confounding Data in Marginal Structural Models: A Comparison of Inverse Probability Weighting and Multiple Imputation

(2008) Erica E. M. Moodie et al.