Accounting for Missing Covariates in Heterogeneous Treatment Estimation

Khurram Yamin, Vibhhu Sharma, Edward Kennedy, Bryan Wilder

Action editor: Jundong Li

https://openreview.net/forum?id=05AIXzU4HV

#covariates #covariate #estimates

The Table 2 Fallacy: Presenting and Interpreting Confounder and Modifier Coefficients Abstract. It is common to present multiple adjusted effect estimates from a single model in a single table. For example, a table might show odds ratios for

#statstab #433 The Table 2 Fallacy: Presenting and Interpreting Confounder and Modifier Coefficients

Thoughts: Adding predictors to your model results in marked changes in inference. Be mindful!

#table2 #fallacy #covariates #bias #inference #regression

doi.org/10.1093/aje/...