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Propensity Score Methods and Applications

Propensity Score Methods and Applications

by Haiyan Bai and M. H. Clark
Paperback
Publication Date: 14/12/2018
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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:
9781506378053
9781506378053
Category:
Research methods: general
Format:
Paperback
Publication Date:
14-12-2018
Language:
English
Publisher:
SAGE Publications, Incorporated
Country of origin:
United States
Dimensions (mm):
215.9x139.7x6.35mm
Weight:
0.08kg

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You can find this item in:

Social research & statistics Research methods: general Encyclopaedias & reference works Sociology Probability & statistics Social & cultural anthropology Society & social sciences Science: general issues
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