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商品詳細
Statistical Methods for Ranking Data. Softcover reprint of the original 1st ed. 2014.
・ISBN 978-1-4939-4781-2 paper EUR 129.99
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| 著者・編者 | Alvo, Mayer / Yu, Philip L.H., |
|---|---|
| シリーズ | Frontiers in Probability and the Statistical Sciences |
| 出版社 | (Springer-Verlag New York Inc., US) |
| 出版年月 | 2016 |
| ページ数 | 273 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-21580＞ |
解説
This book introduces advanced undergraduate, graduate students and practitioners to statistical methods for ranking data. An important aspect of nonparametric statistics is oriented towards the use of ranking data. Rank correlation is defined through the notion of distance functions and the notion of compatibility is introduced to deal with incomplete data. Ranking data are also modeled using a variety of modern tools such as CART, MCMC, EM algorithm and factor analysis.
This book deals with statistical methods used for analyzing such data and provides a novel and unifying approach for hypotheses testing. The techniques described in the book are illustrated with examples and the statistical software is provided on the authors' website.