Stuart, Elizabeth A.

Matching Methods for Causal Inference: A Review and a Look Forward

Stuart, E. A. (2010) · Statistical Science

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 5,478

Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies

Austin, P. C., & Stuart, E. A. (2015) · Statistics in Medicine

Advanced Causal Inference TechniquesMeta-analysis and systematic reviews

Cited by 4,495

MatchIt : Nonparametric Preprocessing for Parametric Causal Inference

Ho, D. E., Imai, K., King, G., & Stuart, E. A. (2011) · Journal of Statistical Software

Advanced Causal Inference TechniquesData Analysis with R

Cited by 4,385

Multiple imputation by chained equations: what is it and how does it work?

Azur, M. J., Stuart, E. A., Frangakis, C., & Leaf, P. J. (2011) · International Journal of Methods in Psychiatric Research

Statistical Methods and Bayesian InferenceAdvanced Causal Inference Techniques

Cited by 3,542

Propensity score techniques and the assessment of measured covariate balance to test causal associations in psychological research.

Harder, V. S., Stuart, E. A., & Anthony, J. C. (2010) · Psychological Methods

Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference

Cited by 802

Generalizing Observational Study Results: Applying Propensity Score Methods to Complex Surveys

DuGoff, E. H., Schuler, M., & Stuart, E. A. (2014) · Health Services Research

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 605

The Use of Propensity Scores to Assess the Generalizability of Results from Randomized Trials

Stuart, E. A., Cole, S. R., Bradshaw, C. P., & Leaf, P. J. (2011) · Journal of the Royal Statistical Society Series A: Statistics in Society

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 524

Intervention targeting development of socially synchronous engagement in toddlers with autism spectrum disorder: a randomized controlled trial

Landa, R. J., Holman, K. C., O’Neill, A. H., & Stuart, E. A. (2011) · Journal of Child Psychology and Psychiatry

Autism Spectrum Disorder ResearchBehavioral and Psychological Studies

Cited by 353

Developmental Trajectories in Children With and Without Autism Spectrum Disorders: The First 3 Years

Landa, R. J., Gross, A. L., Stuart, E. A., & Faherty, A. (2013) · Child Development

Autism Spectrum Disorder ResearchChild Nutrition and Feeding Issues

Cited by 316

Assessing the generalizability of randomized trial results to target populations

Stuart, E. A., Bradshaw, C. P., & Leaf, P. J. (2015) · Prevention Science

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 296

Household COVID-19 risk and in-person schooling

Lessler, J., Grabowski, M. K., Grantz, K. H., Badillo-Goicoechea, E., Metcalf, C. J. E., Lupton-Smith, C., Azman, A. S., & Stuart, E. A. (2021) · Science

COVID-19 epidemiological studiesEducation during COVID-19 pandemic

Cited by 233

Maternal Multivitamin Intake, Plasma Folate and Vitamin B 12 Levels and Autism Spectrum Disorder Risk in Offspring

Raghavan, R., Riley, A. W., Volk, H., Caruso, D., Hironaka, L., Sices, L., Hong, X., Wang, G., Ji, Y., Brucato, M., et al. (2018) · Paediatric and Perinatal Epidemiology

Folate and B Vitamins ResearchAutism Spectrum Disorder Research

Cited by 233

Long-term effects of mental disorders on educational attainment in the National Comorbidity Survey ten-year follow-up

Mojtabai, R., Stuart, E. A., Hwang, I., Eaton, W. W., Sampson, N., & Kessler, R. C. (2015) · Social Psychiatry and Psychiatric Epidemiology

Mental Health Treatment and AccessSchizophrenia research and treatment

Cited by 215

Opioid agonist treatment and fatal overdose risk in a state‐wide US population receiving opioid use disorder services

Krawczyk, N., Mojtabai, R., Stuart, E. A., Fingerhood, M., Agus, D., Lyons, B. C., Weiner, J. P., & Saloner, B. (2020) · Addiction

Opioid Use Disorder TreatmentSubstance Abuse Treatment and Outcomes

Cited by 177

Target Validity and the Hierarchy of Study Designs

Westreich, D., Edwards, J. K., Lesko, C. R., Cole, S. R., & Stuart, E. A. (2019) · American Journal of Epidemiology

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 165

Short-term and long-term effects of psychosocial therapy for people after deliberate self-harm: a register-based, nationwide multicentre study using propensity score matching

Erlangsen, A., Lind, B. D., Stuart, E. A., Qin, P., Stenager, E., Larsen, K. J., Wang, A. G., Hvid, M., Nielsen, A. C., Pedersen, C. M., et al. (2015) · The Lancet Psychiatry

Suicide and Self-Harm StudiesHomicide, Infanticide, and Child Abuse

Cited by 116

Harms are assessed inconsistently and reported inadequately Part 2: nonsystematic adverse events

Mayo-Wilson, E., Fusco, N., Li, T., Hong, H., Canner, J. K., Dickersin, K., Bertizzolo, L., Cowley, T., Doshi, P., Ehmsen, J., et al. (2019) · Journal of Clinical Epidemiology

Pharmacovigilance and Adverse Drug ReactionsPharmaceutical industry and healthcare

Cited by 109

Cherry-picking by trialists and meta-analysts can drive conclusions about intervention efficacy

Mayo-Wilson, E., Li, T., Fusco, N., Bertizzolo, L., Canner, J. K., Cowley, T., Doshi, P., Ehmsen, J., Gresham, G., Guo, N., et al. (2017) · Journal of Clinical Epidemiology

Meta-analysis and systematic reviewsPharmaceutical industry and healthcare

Cited by 108

Maternal or Paternal Suicide and Offspring's Psychiatric and Suicide-Attempt Hospitalization Risk

Kuramoto, S. J., Stuart, E. A., Runeson, B., Lichtenstein, P., Långström, N., & Wilcox, H. C. (2010) · Pediatrics

Suicide and Self-Harm StudiesGrief, Bereavement, and Mental Health

Cited by 81

Federal parity law associated with increased probability of using out-of-network substance use disorder treatment services

McGinty, E. E., Busch, S. H., Stuart, E. A., Huskamp, H. A., Gibson, T. B., Goldman, H. H., & Barry, C. L. (2015) · Health Affairs

Healthcare Policy and ManagementSubstance Abuse Treatment and Outcomes

Cited by 79

Adolescent Cannabis Problems and Young Adult Depression: Male-Female Stratified Propensity Score Analyses

Harder, V. S., Stuart, E. A., & Anthony, J. C. (2008) · American Journal of Epidemiology

Cannabis and Cannabinoid ResearchSubstance Abuse Treatment and Outcomes

Cited by 76

Harms are assessed inconsistently and reported inadequately part 1: systematic adverse events

Mayo-Wilson, E., Fusco, N., Li, T., Hong, H., Canner, J. K., Dickersin, K., Bertizzolo, L., Cowley, T., Doshi, P., Ehmsen, J., et al. (2019) · Journal of Clinical Epidemiology

Pharmacovigilance and Adverse Drug ReactionsPharmaceutical industry and healthcare

Cited by 63

Time to hospitalization for suicide attempt by the timing of parental suicide during offspring early development

Kuramoto, S. J., Runeson, B., Stuart, E. A., Lichtenstein, P., & Wilcox, H. C. (2013) · JAMA Psychiatry

Suicide and Self-Harm StudiesGrief, Bereavement, and Mental Health

Cited by 52

Causal Impact: Epidemiological Approaches for a Public Health of Consequence

Westreich, D., Edwards, J. K., Rogawski, E. T., Hudgens, M. G., Stuart, E. A., & Cole, S. R. (2016) · American Journal of Public Health

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 51