Loading...

A Kernel-Based Metric for Balance Assessment

An important goal in causal inference is to achieve balance in the covariates among the treatment groups. In this article, we introduce the concept of distributional balance preserving which requires the distribution of the covariates to be the same in different treatment groups. We also introduce a...

Full description

Saved in:
Bibliographic Details
Published in:J Causal Inference
Main Authors: Zhu, Yeying, Savage, Jennifer S., Ghosh, Debashis
Format: Artigo
Language:Inglês
Published: 2018
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6258021/
https://ncbi.nlm.nih.gov/pubmed/30498678
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/jci-2016-0029
Tags: Add Tag
No Tags, Be the first to tag this record!