Llwytho...

CAUSAL INFERENCE IN THE CONTEXT OF AN ERROR PRONE EXPOSURE: AIR POLLUTION AND MORTALITY

We propose a new approach for estimating causal effects when the exposure is measured with error and confounding adjustment is performed via a generalized propensity score (GPS). Using validation data, we propose a regression calibration (RC)-based adjustment for a continuous error-prone exposure co...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Ann Appl Stat
Prif Awduron: Wu, Xiao, Braun, Danielle, Kioumourtzoglou, Marianthi-Anna, Choirat, Christine, Di, Qian, Dominici, Francesca
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2019
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6812524/
https://ncbi.nlm.nih.gov/pubmed/31649797
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/18-AOAS1206
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!