Effects of Adjusting for Instrumental Variables on the Bias and Precision of Propensity Score Weighted Estimators: Analysis Under Complete, Near, and No Positivity Violations

PURPOSE: To demonstrate that using an instrumental variable (IV) with monotonicity reduces the accuracy of propensity score (PS) weighted estimators for the average treatment effect (ATE). METHODS: Monotonicity in the relationship between a binary IV and a binary treatment variable is an important a...

Descripción completa

Detalles Bibliográficos
Autores principales: Choi, Byeong Yeob, Brookhart, M Alan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2023
Materias:
Short Report
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10644870/
https://www.ncbi.nlm.nih.gov/pubmed/38025839
http://dx.doi.org/10.2147/CLEP.S427933

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10644870/
https://www.ncbi.nlm.nih.gov/pubmed/38025839
http://dx.doi.org/10.2147/CLEP.S427933

Ejemplares similares