Propensity Score Methods and Applications

Propensity Score Methods and Applications

by Haiyan Bai and M. H. Clark
Epub (Kobo), Epub (Adobe)
Publication Date: 20/11/2018

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A concise, introductory text, Propensity Score Methods and Applications describes propensity score methods (PSM) and how they are used to balance the distributions of observed covariates between treatment conditions as a means to reduce selection bias. This new QASS title specifically focuses on the procedures of implementing PSM for research in social sciences, instead of merely demonstrating the effectiveness of the method.


Using succinct and approachable language to introduce the basic concepts of PSM, authors Haiyan Bai and M. H. Clark present basic concepts, assumptions, procedures, available software packages, and step-by-step examples for implementing PSM using real-world data, with exercises at the end of each chapter allowing readers to replicate examples on their own.

ISBN:
9781506378046
9781506378046
Category:
Research methods: general
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
20-11-2018
Language:
English
Publisher:
SAGE Publications

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