Statistical methods in health disparity research

著者

    • Rao, J. Sunil

書誌事項

Statistical methods in health disparity research

J. Sunil Rao

(Chapman & Hall/CRC biostatistics series)

CRC Press, 2023

  • : hardback

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注記

Includes bibliographical references (p. 239-268) and index

内容説明・目次

内容説明

* Presents an overview of methods and applications of health disparity estimation * First book to synthesize research in this field in a unified statistical framework * Covers classical approaches, and builds to more modern computational techniques * Includes many worked examples and case studies using real data * Discusses available software for estimation

目次

1. Basic Concepts. 2. Overall Estimation of Health Disparities. 3. Domain-specific Estimates. 4. Causality, Moderation and Meditation. 5. Machine Learning Based Approaches to Disparity Estimation. 6. Health Disparity Estimation Under a Precision Medicine Paradigm. 7. Extended Topics.

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