Published in Stat Med on October 22, 2013
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
Matching on the disease risk score in comparative effectiveness research of new treatments. Pharmacoepidemiol Drug Saf (2015) 0.85
Time-dependent prognostic score matching for recurrent event analysis to evaluate a treatment assigned during follow-up. Biometrics (2015) 0.80
Reducing Bias Amplification in the Presence of Unmeasured Confounding Through Out-of-Sample Estimation Strategies for the Disease Risk Score. J Causal Inference (2014) 0.80
Antipsychotics and mortality: adjusting for mortality risk scores to address confounding by terminal illness. J Am Geriatr Soc (2015) 0.79
Dimension reduction and shrinkage methods for high dimensional disease risk scores in historical data. Emerg Themes Epidemiol (2016) 0.77
Comparison of Calipers for Matching on the Disease Risk Score. Am J Epidemiol (2016) 0.77
The "Dry-Run" Analysis: A Method for Evaluating Risk Scores for Confounding Control. Am J Epidemiol (2017) 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 propensity score models. Am J Epidemiol (2006) 10.68
Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study. Stat Med (2004) 10.65
Matching methods for causal inference: A review and a look forward. Stat Sci (2010) 9.78
Principles for modeling propensity scores in medical research: a systematic literature review. Pharmacoepidemiol Drug Saf (2004) 7.55
High-dimensional propensity score adjustment in studies of treatment effects using health care claims data. Epidemiology (2009) 7.40
Matching using estimated propensity scores: relating theory to practice. Biometrics (1996) 6.73
Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data. Stat Sci (2007) 6.65
Oral erythromycin and the risk of sudden death from cardiac causes. N Engl J Med (2004) 6.21
Non-steroidal anti-inflammatory drugs and risk of serious coronary heart disease: an observational cohort study. Lancet (2002) 5.17
Stratification by a multivariate confounder score. Am J Epidemiol (1976) 4.58
Improving propensity score weighting using machine learning. Stat Med (2010) 4.22
Antipsychotics and the risk of sudden cardiac death. Arch Gen Psychiatry (2001) 4.04
Analytic strategies to adjust confounding using exposure propensity scores and disease risk scores: nonsteroidal antiinflammatory drugs and short-term mortality in the elderly. Am J Epidemiol (2005) 3.33
The use of propensity scores in pharmacoepidemiologic research. Pharmacoepidemiol Drug Saf (2000) 2.56
COX-2 selective non-steroidal anti-inflammatory drugs and risk of serious coronary heart disease. Lancet (2002) 2.49
The health impact of health care on families: a matched cohort study of hospice use by decedents and mortality outcomes in surviving, widowed spouses. Soc Sci Med (2003) 2.44
Evaluating uses of data mining techniques in propensity score estimation: a simulation study. Pharmacoepidemiol Drug Saf (2008) 2.42
Marijuana use and depression among adults: Testing for causal associations. Addiction (2006) 2.06
Risk of peptic ulcer hospitalizations in users of NSAIDs with gastroprotective cotherapy versus coxibs. Gastroenterology (2007) 1.80
Effects of adjusting for instrumental variables on bias and precision of effect estimates. Am J Epidemiol (2011) 1.77
Maternal employment and child development: a fresh look using newer methods. Dev Psychol (2005) 1.71
Cyclic antidepressants and the risk of sudden cardiac death. Clin Pharmacol Ther (2004) 1.67
Use of disease risk scores in pharmacoepidemiologic studies. Stat Methods Med Res (2008) 1.65
Some insights into Miettinen's multivariate confounder score approach to case-control study analysis. Epidemiol Community Health (1979) 1.62
Performance of tests of significance based on stratification by a multivariate confounder score or by a propensity score. J Clin Epidemiol (1989) 1.58
Performance of disease risk scores, propensity scores, and traditional multivariable outcome regression in the presence of multiple confounders. Am J Epidemiol (2011) 1.37
Role of disease risk scores in comparative effectiveness research with emerging therapies. Pharmacoepidemiol Drug Saf (2012) 1.32
Confounder summary scores when comparing the effects of multiple drug exposures. Pharmacoepidemiol Drug Saf (2010) 1.31
Invited commentary: understanding bias amplification. Am J Epidemiol (2011) 1.29
Model misspecification and robustness in causal inference: comparing matching with doubly robust estimation. Stat Med (2012) 1.00
Variance estimation for stratified propensity score estimators. Stat Med (2012) 0.86
Improving propensity score weighting using machine learning. Stat Med (2010) 4.22
Intervention targeting development of socially synchronous engagement in toddlers with autism spectrum disorder: a randomized controlled trial. J Child Psychol Psychiatry (2010) 3.20
Propensity score techniques and the assessment of measured covariate balance to test causal associations in psychological research. Psychol Methods (2010) 2.99
Multiple imputation by chained equations: what is it and how does it work? Int J Methods Psychiatr Res (2011) 2.97
Generalizing evidence from randomized clinical trials to target populations: The ACTG 320 trial. Am J Epidemiol (2010) 2.07
A prospective assessment of reports of drinking to self-medicate mood symptoms with the incidence and persistence of alcohol dependence. JAMA Psychiatry (2013) 1.98
Weight trimming and propensity score weighting. PLoS One (2011) 1.72
Impact of public reporting on quality of postacute care. Health Serv Res (2009) 1.67
Adolescent cannabis problems and young adult depression: male-female stratified propensity score analyses. Am J Epidemiol (2008) 1.63
The effect of pay-for-performance in hospitals: lessons for quality improvement. Health Aff (Millwood) (2011) 1.62
On the use of propensity scores in principal causal effect estimation. Stat Med (2009) 1.51
Generalizing observational study results: applying propensity score methods to complex surveys. Health Serv Res (2013) 1.44
Community violence and youth: affect, behavior, substance use, and academics. Clin Child Fam Psychol Rev (2009) 1.38
Depressed mood in childhood and subsequent alcohol use through adolescence and young adulthood. Arch Gen Psychiatry (2008) 1.24
Does heavy adolescent marijuana use lead to criminal involvement in adulthood? Evidence from a multiwave longitudinal study of urban African Americans. Drug Alcohol Depend (2010) 1.22
Developmental trajectories in children with and without autism spectrum disorders: the first 3 years. Child Dev (2012) 1.19
Impacts of age of onset of substance use disorders on risk of adult incarceration among disadvantaged urban youth: a propensity score matching approach. Drug Alcohol Depend (2008) 1.18
The truncation-by-death problem: what to do in an experimental evaluation when the outcome is not always defined. Eval Rev (2008) 1.16
Latent class analysis of early developmental trajectory in baby siblings of children with autism. J Child Psychol Psychiatry (2012) 1.16
The Use of Propensity Scores in Mediation Analysis. Multivariate Behav Res (2011) 1.11
The potential to reduce mental health disparities through the comprehensive community mental health services for children and their families program. J Behav Health Serv Res (2008) 1.07
The patient-centered medical home: an evaluation of a single private payer demonstration in New Jersey. Med Care (2013) 1.04
Randomized controlled trial of a preventive intervention for perinatal depression in high-risk Latinas. J Consult Clin Psychol (2011) 1.04
Relationship status among parents of children with autism spectrum disorders: a population-based study. J Autism Dev Disord (2012) 1.02
Psychiatric-related emergency department visits among children with an autism spectrum disorder. Pediatr Emerg Care (2012) 0.99
Unintended pregnancy and perinatal depression trajectories in low-income, high-risk Hispanic immigrants. Prev Sci (2011) 0.95
The impact of hospital pay-for-performance on hospital and Medicare costs. Health Serv Res (2012) 0.94
The association between mental health, stress, and coping supports in mothers of children with autism spectrum disorders. J Autism Dev Disord (2013) 0.93
Political factors affecting the enactment of state-level clean indoor air laws. Am J Public Health (2014) 0.92
Do older adults use the method of loci? Results from the ACTIVE study. Exp Aging Res (2014) 0.92
Estimating the causal effect of randomization versus treatment preference in a doubly randomized preference trial. Psychol Methods (2012) 0.91
Maternal or paternal suicide and offspring's psychiatric and suicide-attempt hospitalization risk. Pediatrics (2010) 0.91
Using Potential Outcomes to Understand Causal Mediation Analysis: Comment on. Multivariate Behav Res (2011) 0.88
Neighborhood disadvantage in context: the influence of urbanicity on the association between neighborhood disadvantage and adolescent emotional disorders. Soc Psychiatry Psychiatr Epidemiol (2013) 0.88
An introduction to sensitivity analysis for unobserved confounding in nonexperimental prevention research. Prev Sci (2013) 0.87
Associations between maternal mental health and child emotional and behavioral problems: does prenatal mental health matter? J Abnorm Child Psychol (2014) 0.87
Enhancing the net benefits of disseminating efficacious prevention programs: a note on target efficiency with illustrative examples. Adm Policy Ment Health (2008) 0.86
Current cigarette smoking among HIV-positive current and former drug users: associations with individual and social characteristics. AIDS Behav (2014) 0.86
Associations between depressive and anxious symptoms and prenatal alcohol use. Matern Child Health J (2012) 0.85
The effect of two elementary school-based prevention interventions on being offered tobacco and the transition to smoking. Drug Alcohol Depend (2011) 0.85
Reports of drinking to self-medicate anxiety symptoms: longitudinal assessment for subgroups of individuals with alcohol dependence. Depress Anxiety (2012) 0.84
The use of multiple versus single assessment time points to improve screening accuracy in identifying children at risk for later serious antisocial behavior. Prev Sci (2013) 0.84
Parental monitoring trajectories and gambling among a longitudinal cohort of urban youth. Addiction (2013) 0.83
Depressed mood and the effect of two universal first grade preventive interventions on survival to the first tobacco cigarette smoked among urban youth. Drug Alcohol Depend (2008) 0.83
Acute lower respiratory infection among Bacille Calmette-Guérin (BCG)-vaccinated children. Pediatrics (2013) 0.81
Factors affecting age at initial autism spectrum disorder diagnosis in a national survey. Autism Res Treat (2011) 0.81
Time to hospitalization for suicide attempt by the timing of parental suicide during offspring early development. JAMA Psychiatry (2013) 0.79
Surgical quality is more than volume: the association between changing urologists and complications for patients with localized prostate cancer. Health Serv Res (2014) 0.79
Changes in patient sorting to nursing homes under public reporting: improved patient matching or provider gaming? Health Serv Res (2010) 0.79
Estimating population treatment effects from a survey subsample. Am J Epidemiol (2014) 0.78
Association between U.S. state AIDS Drug Assistance Program (ADAP) features and HIV antiretroviral therapy initiation, 2001-2009. PLoS One (2013) 0.78
Health care experiences and perceived financial impact among families of children with an autism spectrum disorder. Psychiatr Serv (2014) 0.77
Impact of a preventive intervention for perinatal depression on mood regulation, social support, and coping. Arch Womens Ment Health (2013) 0.77
Job Strain and the Cortisol Diurnal Cycle in MESA: Accounting for Between- and Within-Day Variability. Am J Epidemiol (2016) 0.76
Mortality in women with new-onset atrial fibrillation. JAMA (2011) 0.75
The effect of intrapartum antibiotics on early-onset neonatal sepsis in Dhaka, Bangladesh: a propensity score matched analysis. BMC Pediatr (2014) 0.75
Florida's Opioid Crackdown and Mortality From Drug Overdose, Motor Vehicle Crashes, and Suicide: A Bayesian Interrupted Time-Series Analysis. Am J Epidemiol (2020) 0.75
Using sensitivity analyses for unobserved confounding to address covariate measurement error in propensity score methods. Am J Epidemiol (2017) 0.75
Erratum to "Matching Methods for Selection of Participants for Follow-Up". Multivariate Behav Res (2010) 0.75
Use of propensity score matching to evaluate a national smoking cessation media campaign. Eval Rev (2011) 0.75
Feder et al. Respond to "Opioids, Economic Factors, and Misclassification". Am J Epidemiol (2020) 0.75
Effects of Global Payment and Accountable Care on Medication Treatment for Alcohol and Opioid Use Disorders. J Addict Med (2017) 0.75
Shifting Medication Treatment Practices in the COVID-19 Pandemic: A Statewide Survey of Pennsylvania Opioid Treatment Programs. J Addict Med (2022) 0.75