Published in Epidemiology on May 01, 2001
Constructing inverse probability weights for marginal structural models. Am J Epidemiol (2008) 12.39
Strengthening the Reporting of Observational Studies in Epidemiology (STROBE): explanation and elaboration. PLoS Med (2007) 10.43
Illustrating bias due to conditioning on a collider. Int J Epidemiol (2009) 3.54
Confounding control in healthcare database research: challenges and potential approaches. Med Care (2010) 3.01
Causal directed acyclic graphs and the direction of unmeasured confounding bias. Epidemiology (2008) 2.60
Commentary: A structural approach to Berkson's fallacy and a guide to a history of opinions about it. Int J Epidemiol (2014) 2.23
Investigating organizational quality improvement systems, patient empowerment, organizational culture, professional involvement and the quality of care in European hospitals: the 'Deepening our Understanding of Quality Improvement in Europe (DUQuE)' project. BMC Health Serv Res (2010) 2.10
Invited Commentary: Causal diagrams and measurement bias. Am J Epidemiol (2009) 2.06
The table 2 fallacy: presenting and interpreting confounder and modifier coefficients. Am J Epidemiol (2013) 1.99
On the adjustment for covariates in genetic association analysis: a novel, simple principle to infer direct causal effects. Genet Epidemiol (2009) 1.62
In the critically ill patient, diabetes predicts mortality independent of statin therapy but is not associated with acute lung injury: a cohort study. Crit Care Med (2012) 1.53
A method for detection of residual confounding in time-series and other observational studies. Epidemiology (2011) 1.52
An introduction to causal inference. Int J Biostat (2010) 1.48
The role of the c-statistic in variable selection for propensity score models. Pharmacoepidemiol Drug Saf (2010) 1.45
Reproductive factors and hormone use and risk of adult gliomas. Cancer Causes Control (2008) 1.38
Directed Acyclic Graphs for Oral Disease Research. J Dent Res (2016) 1.36
Complex causal process diagrams for analyzing the health impacts of policy interventions. Am J Public Health (2006) 1.36
The Simpson's paradox unraveled. Int J Epidemiol (2011) 1.35
Looking beyond where children die: determinants and effects of planning a child's location of death. J Pain Symptom Manage (2008) 1.33
Time-modified confounding. Am J Epidemiol (2009) 1.24
Methods for Analyzing Multivariate Phenotypes in Genetic Association Studies. J Probab Stat (2012) 1.20
Commentary: Epidemiology in the era of big data. Epidemiology (2015) 1.18
Combining directed acyclic graphs and the change-in-estimate procedure as a novel approach to adjustment-variable selection in epidemiology. BMC Med Res Methodol (2012) 1.09
Propensity scores for confounder adjustment when assessing the effects of medical interventions using nonexperimental study designs. J Intern Med (2014) 1.06
The role of causal reasoning in understanding Simpson's paradox, Lord's paradox, and the suppression effect: covariate selection in the analysis of observational studies. Emerg Themes Epidemiol (2008) 1.05
Estimating cost-offsets of new medications: use of new antipsychotics and mental health costs for schizophrenia. Stat Med (2011) 1.02
Incidence of pregnancy after initiation of antiretroviral therapy in South Africa: a retrospective clinical cohort analysis. Infect Dis Obstet Gynecol (2012) 1.02
Causal diagrams in systems epidemiology. Emerg Themes Epidemiol (2012) 1.00
A review of covariate selection for non-experimental comparative effectiveness research. Pharmacoepidemiol Drug Saf (2013) 0.95
The role of prediction modeling in propensity score estimation: an evaluation of logistic regression, bCART, and the covariate-balancing propensity score. Am J Epidemiol (2014) 0.92
Causal inference and the data-fusion problem. Proc Natl Acad Sci U S A (2016) 0.91
Caution: work in progress : While the methodological "revolution" deserves in-depth study, clinical researchers and senior epidemiologists should not be disenfranchised. Eur J Epidemiol (2016) 0.90
Control Outcomes and Exposures for Improving Internal Validity of Nonrandomized Studies. Health Serv Res (2015) 0.90
Causation and causal inference for genetic effects. Hum Genet (2012) 0.90
Results on differential and dependent measurement error of the exposure and the outcome using signed directed acyclic graphs. Am J Epidemiol (2012) 0.89
Variable selection for propensity score models when estimating treatment effects on multiple outcomes: a simulation study. Pharmacoepidemiol Drug Saf (2012) 0.88
The current deconstruction of paradoxes: one sign of the ongoing methodological "revolution". Eur J Epidemiol (2015) 0.88
A doubly robust test for gene-environment interaction in family-based studies of affected offspring. Biostatistics (2010) 0.87
Effect identification in comparative effectiveness research. EGEMS (Wash DC) (2013) 0.85
Matching on the disease risk score in comparative effectiveness research of new treatments. Pharmacoepidemiol Drug Saf (2015) 0.85
Diagram-based Analysis of Causal Systems (DACS): elucidating inter-relationships between determinants of acute lower respiratory infections among children in sub-Saharan Africa. Emerg Themes Epidemiol (2013) 0.84
Predictors of patient satisfaction with Mohs surgery: analysis of preoperative, intraoperative, and postoperative factors in a prospective cohort. Arch Dermatol (2011) 0.84
Anticoagulant vs. antiplatelet therapy in patients with cryptogenic stroke and patent foramen ovale: an individual participant data meta-analysis. Eur Heart J (2015) 0.82
Gene-environment interaction testing in family-based association studies with phenotypically ascertained samples: a causal inference approach. Biostatistics (2011) 0.79
Reducing bias in pelvic floor disorders research: using directed acyclic graphs as an aid. Neurourol Urodyn (2011) 0.79
Understanding the Association of Type 2 Diabetes Mellitus in Breast Cancer Among African American and European American Populations in South Carolina. J Racial Ethn Health Disparities (2015) 0.78
Cross-national comparison of prenatal methamphetamine exposure on infant and early child physical growth: a natural experiment. Prev Sci (2014) 0.77
Commentary: Balancing automated procedures for confounding control with background knowledge. Epidemiology (2014) 0.77
Statistics and causality: separated to reunite-commentary on Bryan Dowd's "separated at birth". Health Serv Res (2011) 0.77
Menopausal hormone therapy and risks of colorectal adenomas and cancers in the French E3N prospective cohort: true associations or bias? Eur J Epidemiol (2012) 0.77
A counterfactual approach to bias and effect modification in terms of response types. BMC Med Res Methodol (2013) 0.77
Improvements to water purification and sanitation infrastructure may reduce the diarrheal burden in a marginalized and flood prone population in remote Nicaragua. BMC Int Health Hum Rights (2010) 0.76
Imputation approaches for potential outcomes in causal inference. Int J Epidemiol (2015) 0.75
Constructing Causal Diagrams for Common Perinatal Outcomes: Benefits, Limitations and Motivating Examples with Maternal Antidepressant Use in Pregnancy. Paediatr Perinat Epidemiol (2016) 0.75
Translational Epidemiologic Approaches to Understanding the Consequences of Early-Life Exposures. Behav Genet (2015) 0.75
Model Misspecification When Excluding Instrumental Variables From PS Models in Settings Where Instruments Modify the Effects of Covariates on Treatment. Epidemiol Method (2014) 0.75
Variable Selection for Confounder Control, Flexible Modeling and Collaborative Targeted Minimum Loss-Based Estimation in Causal Inference. Int J Biostat (2016) 0.75
The "Dry-Run" Analysis: A Method for Evaluating Risk Scores for Confounding Control. Am J Epidemiol (2017) 0.75
The Mantel-Haenszel procedure revisited: models and generalizations. PLoS One (2013) 0.75
A typology of four notions of confounding in epidemiology. J Epidemiol (2016) 0.75
Cross-border Ties as Sources of Risk and Resilience: Do Cross-border Ties Moderate the Relationship between Migration-related Stress and Psychological Distress for Latino Migrants in the United States? J Health Soc Behav (2016) 0.75