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A tutorial on propensity score estimation for multiple treatments using generalized boosted models

Statistics in medicine, 2013-08, Vol.32 (19), p.3388-3414

2013

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Assessing the state of care for Huntington disease in the United States: Results from a survey of practices treating Huntington disease patients

Clinical parkinsonism & related disorders, 2022-01, Vol.7, p.100165-100165, Article 100165

2022

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Housing Affordability and Health Among Homeowners and Renters

American journal of preventive medicine, 2010-12, Vol.39 (6), p.515-521

2010

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Effectiveness of Cognitive Tutor Algebra I at Scale

Educational evaluation and policy analysis, 2014-06, Vol.36 (2), p.127-144

2014

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The Right Tool for the Job: Choosing Between Covariate-balancing and Generalized Boosted Model Propensity Scores

Epidemiology (Cambridge, Mass.), 2017-11, Vol.28 (6), p.802-811

2017

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Nonparametric estimation of population average dose-response curves using entropy balancing weights for continuous exposures

Health services and outcomes research methodology, 2021-03, Vol.21 (1), p.69-110

2021

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Propensity Score Analysis with Survey Weighted Data

Journal of causal inference, 2015-09, Vol.3 (2), p.237-249

2015

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Robust estimation of the causal effect of time‐varying neighborhood factors on health outcomes

Statistics in medicine, 2020-02, Vol.39 (5), p.544-561

2020

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Moving beyond the classic difference-in-differences model: a simulation study comparing statistical methods for estimating effectiveness of state-level policies

BMC medical research methodology, 2021-12, Vol.21 (1), p.279-19, Article 279

2021

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Eat, Pray, Move: A Pilot Cluster Randomized Controlled Trial of a Multilevel Church-Based Intervention to Address Obesity Among African Americans and Latinos

American journal of health promotion, 2019-05, Vol.33 (4), p.586-596

2019

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Use of alternative time scales in Cox proportional hazard models: implications for time-varying environmental exposures

Statistics in medicine, 2012-11, Vol.31 (27), p.3320-3327

2012

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Lagged Associations of Metropolitan Statistical Area- and State-Level Income Inequality with Cognitive Function: The Health and Retirement Study

PloS one, 2016-06, Vol.11 (6), p.e0157327-e0157327

2016

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Interpersonal Violence and Mental Health, Drug use, and Treatment Utilization among Patients with Co-Occurring Opioid use and Mental Health Disorders

Chronic stress (Thousand Oaks, Calif.), 2024-01, Vol.8, p.24705470241279335

2024

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When is a Match Sufficient? A Score-based Balance Metric for the Synthetic Control Method

Journal of causal inference, 2020-12, Vol.8 (1), p.209-228

2020

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An online alcohol and risky sex prevention program for college students studying abroad: study protocol for a randomized controlled trial

Addiction science & clinical practice, 2019-08, Vol.14 (1), p.32-18, Article 32

2019

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In what ways do religious congregations address HIV? examining predictors of different types of congregational HIV activities

Journal of HIV/AIDS & social services, 2018-10, Vol.17 (4), p.290-312

2018

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Quantifying the bias due to observed individual confounders in causal treatment effect estimates

Statistics in medicine, 2020-08, Vol.39 (18), p.2447-2476

2020

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Assessing the generalizability of the CSAT-sponsored GAIN dataset: Are the CSAT sites representative of adolescent treatment programs in the U.S.?

Journal of substance abuse treatment, 2014-02, Vol.46 (2), p.238-243

2014

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Chasing Balance and Other Recommendations for Improving Nonparametric Propensity Score Models

Journal of causal inference, 2017-01, Vol.5 (2), p.169-188

2017

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Developing adaptive interventions for adolescent substance use treatment settings: protocol of an observational, mixed-methods project

Addiction science & clinical practice, 2017-12, Vol.12 (1), p.35-9, Article 35

2017

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Changes in firearm mortality following the implementation of state laws regulating firearm access and use

Proceedings of the National Academy of Sciences - PNAS, 2020-06, Vol.117 (26), p.14906-14910

2020

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Disparities in Detection and Treatment History Among Mothers With Major Depression in Los Angeles

Women's health issues, 2009-07, Vol.19 (4), p.232-242

2009

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Impact of prescription drug monitoring programs (PDMPs) on opioid utilization among Medicare beneficiaries in 10 US States

Addiction (Abingdon, England), 2017-10, Vol.112 (10), p.1784-1796

2017

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Best practices in statistical computing

Statistics in medicine, 2021-11, Vol.40 (27), p.6057-6068

2021

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A tutorial on propensity score estimation for multiple treatments using generalized boosted models

Assessing the state of care for Huntington disease in the United States: Results from a survey of practices treating Huntington disease patients

Housing Affordability and Health Among Homeowners and Renters

Effectiveness of Cognitive Tutor Algebra I at Scale

The Right Tool for the Job: Choosing Between Covariate-balancing and Generalized Boosted Model Propensity Scores

Nonparametric estimation of population average dose-response curves using entropy balancing weights for continuous exposures

Propensity Score Analysis with Survey Weighted Data

Robust estimation of the causal effect of time‐varying neighborhood factors on health outcomes

Moving beyond the classic difference-in-differences model: a simulation study comparing statistical methods for estimating effectiveness of state-level policies

Eat, Pray, Move: A Pilot Cluster Randomized Controlled Trial of a Multilevel Church-Based Intervention to Address Obesity Among African Americans and Latinos

Use of alternative time scales in Cox proportional hazard models: implications for time-varying environmental exposures

Lagged Associations of Metropolitan Statistical Area- and State-Level Income Inequality with Cognitive Function: The Health and Retirement Study

Problems with evidence assessment in COVID-19 health policy impact evaluation: a systematic review of study design and evidence strength

Interpersonal Violence and Mental Health, Drug use, and Treatment Utilization among Patients with Co-Occurring Opioid use and Mental Health Disorders

When is a Match Sufficient? A Score-based Balance Metric for the Synthetic Control Method

An online alcohol and risky sex prevention program for college students studying abroad: study protocol for a randomized controlled trial

In what ways do religious congregations address HIV? examining predictors of different types of congregational HIV activities

Quantifying the bias due to observed individual confounders in causal treatment effect estimates

Assessing the generalizability of the CSAT-sponsored GAIN dataset: Are the CSAT sites representative of adolescent treatment programs in the U.S.?

Chasing Balance and Other Recommendations for Improving Nonparametric Propensity Score Models

Developing adaptive interventions for adolescent substance use treatment settings: protocol of an observational, mixed-methods project

Changes in firearm mortality following the implementation of state laws regulating firearm access and use

Disparities in Detection and Treatment History Among Mothers With Major Depression in Los Angeles

Impact of prescription drug monitoring programs (PDMPs) on opioid utilization among Medicare beneficiaries in 10 US States

Best practices in statistical computing

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