Literature DB >> 29503788

Chasing balance and other recommendations for improving nonparametric propensity score models.

B A Griffin1, D McCaffrey2, D Almirall3, C Setodji1, L Burgette1.   

Abstract

Entities:  

Year:  2017        PMID： 29503788      PMCID： PMC5830178          DOI： 10.1515/jci-2015-0026

Source DB:  PubMed          Journal:  J Causal Inference        ISSN： 2193-3685


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  20 in total

1.  Effectiveness of community-based treatment for substance-abusing adolescents: 12-month outcomes of youths entering phoenix academy or alternative probation dispositions.

Authors:  Andrew R Morral; Daniel F McCaffrey; Greg Ridgeway
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2.  Propensity score estimation with boosted regression for evaluating causal effects in observational studies.

Authors:  Daniel F McCaffrey; Greg Ridgeway; Andrew R Morral
Journal:  Psychol Methods       Date:  2004-12

3.  Development and validation of the GAIN Short Screener (GSS) for internalizing, externalizing and substance use disorders and crime/violence problems among adolescents and adults.

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4.  Super learning: an application to the prediction of HIV-1 drug resistance.

Authors:  Sandra E Sinisi; Eric C Polley; Maya L Petersen; Soo-Yon Rhee; Mark J van der Laan
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5.  Super learner.

Authors:  Mark J van der Laan; Eric C Polley; Alan E Hubbard
Journal:  Stat Appl Genet Mol Biol       Date:  2007-09-16

6.  Variable selection for propensity score models when estimating treatment effects on multiple outcomes: a simulation study.

Authors:  Richard Wyss; Cynthia J Girman; Robert J LoCasale; Alan M Brookhart; Til Stürmer
Journal:  Pharmacoepidemiol Drug Saf       Date:  2012-10-16       Impact factor: 2.890

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

Authors:  Claude M Setodji; Daniel F McCaffrey; Lane F Burgette; Daniel Almirall; Beth Ann Griffin
Journal:  Epidemiology       Date:  2017-11       Impact factor: 4.822

8.  The role of the c-statistic in variable selection for propensity score models.

Authors:  Daniel Westreich; Stephen R Cole; Michele Jonsson Funk; M Alan Brookhart; Til Stürmer
Journal:  Pharmacoepidemiol Drug Saf       Date:  2010-12-09       Impact factor: 2.890

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

Authors:  Valerie S Harder; Elizabeth A Stuart; James C Anthony
Journal:  Psychol Methods       Date:  2010-09

10.  Associations between abstinence in adolescence and economic and educational outcomes seven years later among high-risk youth.

Authors:  Beth Ann Griffin; Rajeev Ramchand; Maria Orlando Edelen; Daniel F McCaffrey; Andrew R Morral
Journal:  Drug Alcohol Depend       Date:  2010-08-24       Impact factor: 4.492
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  2 in total

1.  Diagnosing Covariate Balance Across Levels of Right-Censoring Before and After Application of Inverse-Probability-of-Censoring Weights.

Authors:  John W Jackson
Journal:  Am J Epidemiol       Date:  2019-12-31       Impact factor: 4.897

2.  A machine learning compatible method for ordinal propensity score stratification and matching.

Authors:  Thomas J Greene; Stacia M DeSantis; Derek W Brown; Anna V Wilkinson; Michael D Swartz
Journal:  Stat Med       Date:  2020-12-22       Impact factor: 2.373
  2 in total

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