株式会社極東書店トップ ＞ 商品一覧 ＞ Back to Statistics : Tail-aware Control Performance Assessment.
商品詳細
Back to Statistics : Tail-aware Control Performance Assessment.
・ISBN 978-1-032-67174-1 hard GB£ 83.99
￥26,607.- (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。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-1-003-60470-9
| 著者・編者 | Domanski, Pawel D., |
|---|---|
| 出版社 | (CRC Pr., US) |
| 出版年月 | 2025.04 |
| ページ数 | 308 pp. |
| 言語 | ENG |
| ニュース番号 | ＜738-208＞ |
解説
Due to the popularity of artificial intelligence today, scientists and practitioners tend to ignore the achievements of statistical methods. This book aims to re-establish statistical methods, especially for control practitioners, for whom the task of assessing control performance is important.
The author introduces the elements of statistical theory, including basic statistical concepts and the description of distributions. Extending the most common observations toward the tails and extreme statistics, he demonstrates the robust statistics approach that deals with the tails, followed by the description of methods that can visualize and bring forward statistical properties as long as the derivative issues. By addressing statistical issues of sustainability, extreme statistics, non-Gaussianity, L-moments, tail index and index ratio diagrams, the author aims to change traditional concepts and broaden the scope of available methods. Simulation case studies and real industrial cases are also presented.
The book will be of interest to site control engineers and scholars assessing control systems and process performance.