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Multiverse Analysis : Computational Methods for Robust Results.
・ISBN 978-1-316-51878-6 hard GB£ 80.00
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・ISBN 978-1-009-00996-6 paper GB£ 25.99
¥8,233.- (税込) ※(※)価格はご注文時の参考価格となります。
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お気に入り
★★★
電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-009-00339-1
| 著者・編者 | Young, Cristobal / Cumberworth, Erin, |
|---|---|
| シリーズ | Analytical Methods for Social Research |
| 出版社 | (Cambridge U. Pr., UK) |
| 出版年月 | 2024.11 |
| ページ数 | 286 pp. |
| 言語 | ENG |
| ニュース番号 | <723-13> |
解説
There are many ways of conducting an analysis, but most studies show only a few carefully curated estimates. Applied research involves a complex array of analytical decisions, often leading to a 'garden of forking paths' where each choice can lead to different results. By systematically exploring how alternative analytical choices affect the findings, Multiverse Analysis reveals the full range of estimates that the data can support and uncovers insights that single-path analyses often miss. It shows which modelling decisions are most critical to the results and reveals how data and assumptions work together to produce empirical estimates. Focusing on intuitive understanding rather than complex mathematics, and drawing on real-world datasets, this book provides a step-by-step guide to comprehensive multiverse analysis. Go beyond traditional, single-path methods and discover how multiverse analysis can lead to more transparent, illuminating, and persuasive empirical contributions to science.