Evaluating treatment effectiveness under model misspecification: A comparison of targeted maximum likelihood estimation with bias-corrected matching

Statistical approaches for estimating treatment effectiveness commonly model the endpoint, or the propensity score, using parametric regressions such as generalised linear models. Misspecification of these models can lead to biased parameter estimates. We compare two approaches that combine the prop...

Descripción completa

Detalles Bibliográficos
Autores principales: Kreif, Noémi, Gruber, Susan, Radice, Rosalba, Grieve, Richard, Sekhon, Jasjeet S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2014
Materias:
Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5051604/
https://www.ncbi.nlm.nih.gov/pubmed/24525488
http://dx.doi.org/10.1177/0962280214521341

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5051604/
https://www.ncbi.nlm.nih.gov/pubmed/24525488
http://dx.doi.org/10.1177/0962280214521341

Ejemplares similares