Automatic Nonuniform Random Variate Generation (Statistics and Computing)
暫譯: 自動非均勻隨機變數生成(統計與計算)
Wolfgang Hormann
- 出版商: Springer
- 出版日期: 2011-10-10
- 售價: $4,470
- 貴賓價: 9.5 折 $4,247
- 語言: 英文
- 頁數: 452
- 裝訂: Paperback
- ISBN: 3642073727
- ISBN-13: 9783642073724
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相關分類:
機率統計學 Probability-and-statistics
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相關主題
商品描述
The recent concept of universal (also called automatic or black-box) random variate generation can only be found dispersed in the literature. Being unique in its overall organization, the book covers not only the mathematical and statistical theory but also deals with the implementation of such methods. All algorithms introduced in the book are designed for practical use in simulation and have been coded and made available by the authors. Examples of possible applications of the presented algorithms (including option pricing, VaR and Bayesian statistics) are presented at the end of the book.
商品描述(中文翻譯)
最近的通用(也稱為自動或黑箱)隨機變量生成概念在文獻中散見。這本書在整體組織上獨樹一幟,不僅涵蓋了數學和統計理論,還涉及這些方法的實現。書中介紹的所有算法均為實際模擬使用而設計,並由作者編碼並提供使用。書末展示了所呈現算法的可能應用範例(包括選擇權定價、風險價值(VaR)和貝葉斯統計)。