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Statistics for Health Data Science: An Organic Approach (in English)
Ruth Etzioni
(Author)
·
Micha Mandel
(Author)
·
Roman Gulati
(Author)
·
Springer
· Paperback
Statistics for Health Data Science: An Organic Approach (in English) - Etzioni, Ruth ; Mandel, Micha ; Gulati, Roman
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Synopsis "Statistics for Health Data Science: An Organic Approach (in English)"
Highly interdisciplinary - drawing from statistics, health services, economics, and informaticsGoes beyond the formulas, explaining why different methods work, how to choose from among them, and how to avoid misinterpreting results - to create confident users of appropriate analytic methodsAddresses topical questions such as data science versus statistics, prediction versus explanationProvides a wide range of analytic and regression-type models specific to research questions about health care use and costs of careIn-depth discussion on selection bias in observational data methods for inferring causalitySupplementary Material Includes: Code and data for all examples and model analyses, Code for data processing and analysis, Code segments for simulation models
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The book is written in English.
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