Practical Propensity Score Methods Using R
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A01=Walter L. Leite
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Author_Walter L. Leite
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Category1=Non-Fiction
Category=GPS
Category=UMX
Causal inference
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Inverse probability of treatment weighting
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Propensity score matching
Propensity score stratification
Propensity scores
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Quasi-experimental analysis
R
R software
softlaunch
Product details
- ISBN 9781452288888
- Weight: 430g
- Dimensions: 187 x 231mm
- Publication Date: 06 Feb 2017
- Publisher: SAGE Publications Inc
- Publication City/Country: US
- Product Form: Paperback
- Language: English
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This practical book uses a step-by-step analysis of realistic examples to help students understand the theory and code for implementing propensity score analysis with the R statistical language. With a comparison of both well-established and cutting-edge propensity score methods, the text highlights where solid guidelines exist to support best practices and where there is scarcity of research. Readers will find that this scaffolded approach to R and the book’s free online resources help them apply the text’s concepts to the analysis of their own data.
