Application of parametric g-formula in causal analysis

VernacularTitle: Parametric g-formula方法在因果分析中的应用
Author: Shilan WU ¹ ; Jia ZHOU ¹ ; Xun LI ² ; Linting HUANG ¹ ; Jiayue ZHANG ¹ ; Chuhao GUO ¹ ; Sisi LONG ¹ ; Hongzhuan TAN ¹
Author Information

1. Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha 410008, China
2. Institute of Pediatric Research, Hunan Children’s Hospital, Changsha 410007, China
Publication Type:Journal Article
Keywords: Time-varying confounding; Parametric g-formula method; Causal analysis
From: Chinese Journal of Epidemiology 2019;40(10):1310-1313
CountryChina
Language:Chinese
Abstract: At present, traditional methods on statistics have limitations in controlling time- varying confounding. This paper introduces an analysis method, parametric g-formula, which would adjust time-varying confounding, and also exemplifies the steps of its implementation for purpose to provide a new reference for researchers to deal with long-term observational data.