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Self-Controlled Case Series Studies : A Modelling Guide with R.
・ISBN 978-1-4987-8159-6 2018 hard GB£ 124.99
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・ISBN 978-1-032-09553-0 2021 paper GB£ 47.99
￥15,203.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
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| 著者・編者 | Farrington, Paddy / Whitaker, Heather / Ghebremichael Weldeselassie, Yonas, |
|---|---|
| シリーズ | Chapman & Hall/CRC Biostatistics Series |
| 出版社 | (Chapman & Hall/CRC, US) |
| ページ数 | 376 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-5030＞ |
解説
Self-Controlled Case Series Studies: A Modelling Guide with R provides the first comprehensive account of the self-controlled case series (SCCS) method, a statistical technique for investigating associations between outcome events and time-varying exposures. The method only requires information from individuals who have experienced the event of interest, and automatically controls for multiplicative time-invariant confounders, even when these are unmeasured or unknown. It is increasingly being used in epidemiology, most frequently to study the safety of vaccines and pharmaceutical drugs.
Key features of the book include:
- A thorough yet accessible description of the SCCS method, with mathematical details provided in separate starred sections.
- Comprehensive discussion of assumptions and how they may be verified.
- A detailed account of different SCCS models, extensions of the SCCS method, and the design of SCCS studies.
- Extensive practical illustrations and worked examples from epidemiology.
- Full computer code from the associated R package SCCS, which includes all the data sets used in the book.
The book is aimed at a broad range of readers, including epidemiologists and medical statisticians who wish to use the SCCS method, and also researchers with an interest in statistical methodology. The three authors have been closely involved with the inception, development, popularisation and programming of the SCCS method.