Mendeley出力
＜図書＞
Graphical models
| 責任表示 | Steffen L. Lauritzen |
|---|---|
| シリーズ | Oxford statistical science series ; 17 |
| データ種別 | 図書 |
| 出版者 | Oxford : Clarendon Press |
| 出版年 | c1996 |
| 本文言語 | 英語 |
| 大きさ | x, 298 p. : ill. ; 24 cm |
| 概要 | The application of graph theory to modelling systems began in several scientific areas, among them statistical physics (the study of large particle systems), genetics (studying inheritable properties ...f natural species), and interactions in contingency tables. The use of graphical models in statistics has increased considerably in these and other areas such as artificial intelligence, and the theory has been greatly developed and extended. This is the first comprehensive and authoritative account of the theory of graphical models. Written by a leading expert in the field, it contains the fundamentals graph required and a thorough study of Markov properties associated with various type of graphs, the statistical theory of log-linear and graphical models, and graphical tables with mixed discrete-continuous variables in developed detail. Special topics, such as the application of graphical models to probabilistic expert systems, are described briefly, and appendices give details of the multivariate normal distribution and of the theory of regular exponential families. 続きを見る |
所蔵情報
| 状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
|---|---|---|---|---|---|---|---|---|---|---|
|
|
理系図3F 数理独自 | LAUR/60/1 | 1996 |
|
023211996005446 |
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書誌詳細
| 一般注記 | Includes bibliographical references (p. [278]-293) and index |
|---|---|
| 著者標目 | *Lauritzen, Steffen L. |
| 件 名 | LCSH:Graphical modeling (Statistics) LCSH:Graph theory |
| 分 類 | NDC9:417 DC20:511.5 |
| 書誌ID | 1001405307 |
| ISBN | 0198522193 |
| NCID | BA28177950 |
| 巻冊次 | ISBN:0198522193 |
| NBN | B96Y7915 |
| 登録日 | 2009.11.02 |
| 更新日 | 2009.11.02 |