Causal Inference:
What If Hernan, Miguel A. |
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ISBN 13: 9781420076165 ISBN 10: 1420076167 Category: Epidemiology Edition: 1 Publisher: Taylor & Francis Publication Date: 07/2024 Format: Cloth Status: Not Yet Published Imprint: CRC Press Affiliation: Harvard School of Public Health, Boston, Massachusetts, USA Audience: Professional and scholarly Pages: 312 Weight: 1 Retail Price: 49.95 (Tentative Price May Change) Quantity On Hand: 0 Quantity On Order: 0 |
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Synopsis: The application of causal inference methods is growing exponentially in fields that deal with observational data. Written by pioneers in the field, this practical book presents an authoritative yet accessible overview of the methods and applications of causal inference. With a wide range of detailed, worked examples using real epidemiologic data as well as software for replicating the analyses, the text provides a thorough introduction to the basics of the theory for non-time-varying treatments and the generalization to complex longitudinal data. |
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