株式会社極東書店トップ ＞ 商品一覧 ＞ Handbook of Graphical Models.
商品詳細
Handbook of Graphical Models. グラフィカル・モデル・ハンドブック
・ISBN 978-1-4987-8862-5 2019 hard GB£ 145.99
￥46,249.- (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。
・ISBN 978-0-367-73260-8 2020 paper GB£ 68.99
￥21,855.- (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 978-0-429-46397-6
| 著者・編者 | Maathuis, Marloes / Drton, M. / Lauritzen, S. L. et al. (eds.), |
|---|---|
| シリーズ | Chapman & Hall/CRC Handbooks of Modern Statistical Methods |
| 出版社 | (Chapman & Hall / CRC, US) |
| ページ数 | 536 pp. |
| 言語 | ENG |
| ニュース番号 | ＜646-407 646-P827＞ |
解説
A graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computation with multivariate distributions, making the models a valuable tool with a plethora of applications. Furthermore, directed graphical models allow intuitive causal interpretations and have become a cornerstone for causal inference.
While there exist a number of excellent books on graphical models, the field has grown so much that individual authors can hardly cover its entire scope. Moreover, the field is interdisciplinary by nature. Through chapters by leading researchers from different areas, this handbook provides a broad and accessible overview of the state of the art.
Key features:
* Contributions by leading researchers from a range of disciplines
* Structured in five parts, covering foundations, computational aspects, statistical inference, causal inference, and applications
* Balanced coverage of concepts, theory, methods, examples, and applications
* Chapters can be read mostly independently, while cross-references highlight connections
The handbook is targeted at a wide audience, including graduate students, applied researchers, and experts in graphical models.