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Works (24)

The role of prescription opioid and cannabis supply policies on opioid overdose deaths

American Journal of Epidemiology
2025-03-04 | Journal article
DOI: 10.1093/aje/kwae210
Contributors: Magdalena Cerdá; Katherine Wheeler-Martin; Emilie Bruzelius; Christine M Mauro; Stephen Crystal; Corey S Davis; Samrachana Adhikari; Julian Santaella-Tenorio; Katherine M Keyes; Kara E Rudolph et al.
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Authors’ reply to correspondence on “direct potable reuse and birth defects prevalence in Texas”: An augmented synthetic control method analysis of data from a population-based birth defects registry

Environmental Epidemiology
2024-12 | Journal article
DOI: 10.1097/EE9.0000000000000347
Contributors: Jeremy M. Schraw; Kara E. Rudolph; Matthew O. Gribble
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Pain Management Treatments and Opioid Use Disorder Risk in Medicaid Patients

American Journal of Preventive Medicine
2024-12 | Journal article
DOI: 10.1016/j.amepre.2024.07.006
Contributors: Kara E. Rudolph; Nicholas T. Williams; Ivan Diaz; Sarah Forrest; Katherine L. Hoffman; Hillary Samples; Mark Olfson; Lisa Doan; Magdalena Cerda; Rachael K. Ross
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Prescribing of extended release buprenorphine injection for Medicaid beneficiaries, 2018–2022

Addiction
2024-12 | Journal article
DOI: 10.1111/add.16652
Contributors: Rachael K. Ross; Kara E. Rudolph; Chelsea L. Shover
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Four targets: an enhanced framework for guiding causal inference from observational data

International Journal of Epidemiology
2024-12-16 | Journal article
DOI: 10.1093/ije/dyaf003
Contributors: Haidong Lu; Fan Li; Catherine R Lesko; David S Fink; Kara E Rudolph; Michael O Harhay; Christopher T Rentsch; David A Fiellin; Gregg S Gonsalves
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Learning optimal dynamic treatment regimes from longitudinal data

American Journal of Epidemiology
2024-12-02 | Journal article
DOI: 10.1093/aje/kwae122
Contributors: Nicholas T Williams; Katherine L Hoffman; Iván Díaz; Kara E Rudolph
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Comparative effectiveness of extended‐release naltrexone and sublingual buprenorphine for treatment of opioid use disorder among Medicaid patients

Addiction
2024-11 | Journal article
DOI: 10.1111/add.16630
Contributors: Rachael K. Ross; Edward V. Nunes; Mark Olfson; Matisyahu Shulman; Noa Krawczyk; Elizabeth A. Stuart; Kara E. Rudolph
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Practical causal mediation analysis: extending nonparametric estimators to accommodate multiple mediators and multiple intermediate confounders

Biostatistics
2024-10-01 | Journal article
DOI: 10.1093/biostatistics/kxae012
Contributors: Kara E Rudolph; Nicholas T Williams; Ivan Diaz
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Overcoming Data Gaps in Life Course Epidemiology by Matching Across Cohorts

Epidemiology
2024-09 | Journal article
DOI: 10.1097/EDE.0000000000001761
Contributors: Katrina L. Kezios; Scott C. Zimmerman; Peter T. Buto; Kara E. Rudolph; Sebastian Calonico; Adina Zeki Al Hazzouri; M. Maria Glymour
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Single World Intervention Graphs (SWIGs): A Practical Guide

2024-09-06 | Other
DOI: 10.1093/aje/kwae353
Contributors: Dana Bezuidenhout; Sarah Forthal; Kara Rudolph; Matthew Lamb
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Is nicotine vaping associated with subsequent initiation of cannabis or other substances from adolescence into young adulthood?

American Journal of Epidemiology
2024-07-10 | Journal article
DOI: 10.1093/aje/kwae189
Contributors: Alexander S Perlmutter; Katherine M Keyes; Daniel Giovenco; Silvia S Martins; Kara E Rudolph
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Independent and joint contributions of physical disability and chronic pain to incident opioid use disorder and opioid overdose among Medicaid patients

Psychological Medicine
2024-05 | Journal article
DOI: 10.1017/S003329172300332X
Contributors: Katherine L. Hoffman; Floriana Milazzo; Nicholas T. Williams; Hillary Samples; Mark Olfson; Ivan Diaz; Lisa Doan; Magdalena Cerda; Stephen Crystal; Kara E. Rudolph
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Powerless in the storm: Severe weather-driven power outages in New York State, 2017–2020

PLOS Climate
2024-05-01 | Journal article
DOI: 10.1371/journal.pclm.0000364
Contributors: Nina M. Flores; Teodoro Georgiadis; Alexander J. Northrop; Vivian Do; Milo Gordon; Yazhou Jiang; Kara E. Rudolph; Diana Hernández; Joan A. Casey
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Correction to: Nonparametric efficient causal mediation with intermediate confounders

2024-02-01 | Other
DOI: 10.1093/biomet/asae009
Contributors: Ivan Diaz; Mark van der Laan; Kara Rudolph; Nima Hejazi
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Using instrumental variables to address unmeasured confounding in causal mediation analysis

Biometrics
2024-01-29 | Journal article
DOI: 10.1093/biomtc/ujad037
Contributors: Kara E Rudolph; Nicholas Williams; Iván Díaz
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Efficient and Flexible Estimation of Natural Direct and Indirect Effects under Intermediate Confounding and Monotonicity Constraints

Biometrics
2023-12-01 | Journal article
DOI: 10.1111/biom.13850
Contributors: Kara E. Rudolph; Nicholas Williams; Iván Díaz
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Crossref

Has the opening of Amazon fulfillment centers affected demand for disability insurance?

PLOS ONE
2023-11-27 | Journal article
DOI: 10.1371/journal.pone.0294453
Contributors: Kara E. Rudolph; Tae-Young Pak; Nicholas T. Williams; Floriana Milazzo; Atheendar Venkataramani; Rourke O’Brien
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Voluntary Firearm Divestment and Suicide Risk: Real-World Importance in the Absence of Causal Identification

Epidemiology
2023-01 | Journal article
DOI: 10.1097/EDE.0000000000001548
Contributors: Kara E. Rudolph; Katherine M. Keyes
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Crossref

When the ends do not justify the means: Learning who is predicted to have harmful indirect effects

Journal of the Royal Statistical Society: Series A (Statistics in Society)
2022-12 | Journal article
DOI: 10.1111/rssa.12951
Contributors: Kara E. Rudolph; Iván Díaz
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Crossref

Association between dynamic dose increases of buprenorphine for treatment of opioid use disorder and risk of relapse

Addiction
2022-03 | Journal article
DOI: 10.1111/add.15654
Contributors: Kara E. Rudolph; Matisyahu Shulman; Marc Fishman; Iván Díaz; John Rotrosen; Edward V. Nunes
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Crossref

medoutcon: Nonparametric efficient causal mediation analysis with machine learning in R

Journal of Open Source Software
2022-01-05 | Journal article
DOI: 10.21105/joss.03979
Contributors: Nima Hejazi; Kara Rudolph; Iván Díaz
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Crossref

Explaining differential effects of medication for opioid use disorder using a novel approach incorporating mediating variables

Addiction
2021-08 | Journal article
DOI: 10.1111/add.15377
Contributors: Kara E. Rudolph; Iván Díaz; Nima S. Hejazi; Mark J. van der Laan; Sean X. Luo; Matisyahu Shulman; Aimee Campbell; John Rotrosen; Edward V. Nunes
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Crossref

Complier Stochastic Direct Effects: Identification and Robust Estimation

Journal of the American Statistical Association
2021-07-03 | Journal article
DOI: 10.1080/01621459.2019.1704292
Contributors: Kara E. Rudolph; Oleg Sofrygin; Mark J. van der Laan
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Crossref

Transporting stochastic direct and indirect effects to new populations

Biometrics
2021-03 | Journal article
DOI: 10.1111/biom.13274
Contributors: Kara E. Rudolph; Jonathan Levy; Mark J. van der Laan
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Peer review (5 reviews for 4 publications/grants)

Review activity for Addictive behaviors. (2)
Review activity for American journal of preventive medicine. (1)
Review activity for Drug and alcohol dependence. (1)
Review activity for Nature human behaviour. (1)
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