Cargando…
Assessing covariate balance when using the generalized propensity score with quantitative or continuous exposures
Propensity score methods are increasingly being used to estimate the effects of treatments and exposures when using observational data. The propensity score was initially developed for use with binary exposures (e.g., active treatment vs. control). The generalized propensity score is an extension of...
Autor principal: | Austin, Peter C |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6484705/ https://www.ncbi.nlm.nih.gov/pubmed/29415624 http://dx.doi.org/10.1177/0962280218756159 |
Ejemplares similares
-
Assessing the performance of the generalized propensity score for estimating the effect of quantitative or continuous exposures on binary outcomes
por: Austin, Peter C.
Publicado: (2018) -
Assessing the performance of the generalized propensity score for estimating the effect of quantitative or continuous exposures on survival or time-to-event outcomes
por: Austin, Peter C
Publicado: (2018) -
Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples
por: Austin, Peter C
Publicado: (2009) -
Covariate balance in a Bayesian propensity score analysis of beta blocker therapy in heart failure patients
por: McCandless, Lawrence C, et al.
Publicado: (2009) -
Bootstrap vs asymptotic variance estimation when using propensity score weighting with continuous and binary outcomes
por: Austin, Peter C.
Publicado: (2022)