| 書目名稱 | Principles of Neural Model Identification, Selection and Adequacy | | 副標題 | With Applications to | | 編輯 | Achilleas Zapranis,Apostolos-Paul N. Refenes | | 視頻video | http://file.papertrans.cn/756/755715/755715.mp4 | | 概述 | Comes with an Internet site containing data from the case study and demonstration software.Provides the reader with a practical tool to address a specific problem in developing financial applications | | 叢書名稱 | Perspectives in Neural Computing | | 圖書封面 |  | | 描述 | Neural networks have had considerable success in a variety of disciplines including engineering, control, and financial modelling. However a major weakness is the lack of established procedures for testing mis-specified models and the statistical significance of the various parameters which have been estimated. This is particularly important in the majority of financial applications where the data generating processes are dominantly stochastic and only partially deterministic. Based on the latest, most significant developments in estimation theory, model selection and the theory of mis-specified models, this volume develops neural networks into an advanced financial econometrics tool for non-parametric modelling. It provides the theoretical framework required, and displays the efficient use of neural networks for modelling complex financial phenomena. Unlike most other books in this area, this one treats neural networks as statistical devices for non-linear, non-parametric regression analysis. | | 出版日期 | Book 1999 | | 關(guān)鍵詞 | control; derivatives; econometrics; model; modeling; networks; neural networks; regression; regression analy | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4471-0559-6 | | isbn_softcover | 978-1-85233-139-9 | | isbn_ebook | 978-1-4471-0559-6Series ISSN 1431-6854 | | issn_series | 1431-6854 | | copyright | Springer-Verlag London 1999 |
The information of publication is updating
書目名稱Principles of Neural Model Identification, Selection and Adequacy影響因子(影響力)
書目名稱Principles of Neural Model Identification, Selection and Adequacy影響因子(影響力)學(xué)科排名
書目名稱Principles of Neural Model Identification, Selection and Adequacy網(wǎng)絡(luò)公開度
書目名稱Principles of Neural Model Identification, Selection and Adequacy網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Principles of Neural Model Identification, Selection and Adequacy被引頻次
書目名稱Principles of Neural Model Identification, Selection and Adequacy被引頻次學(xué)科排名
書目名稱Principles of Neural Model Identification, Selection and Adequacy年度引用
書目名稱Principles of Neural Model Identification, Selection and Adequacy年度引用學(xué)科排名
書目名稱Principles of Neural Model Identification, Selection and Adequacy讀者反饋
書目名稱Principles of Neural Model Identification, Selection and Adequacy讀者反饋學(xué)科排名
|
|
|
|Archiver|手機版|小黑屋|
派博傳思國際
( 京公網(wǎng)安備110108008328)
GMT+8, 2025-11-2 08:43
發(fā)表于 2025-3-21 19:55:41
