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Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and
US $126.80
ApproximatelyRM 536.81
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Located in: Fairfield, Ohio, United States
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eBay item number:365701506303
Item specifics
- Condition
- Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
- ISBN-13
- 9781118592526
- Book Title
- Wavelet Neural Networks
- ISBN
- 9781118592526
About this product
Product Identifiers
Publisher
Wiley & Sons, Incorporated, John
ISBN-10
1118592522
ISBN-13
9781118592526
eBay Product ID (ePID)
170233098
Product Key Features
Number of Pages
264 Pages
Language
English
Publication Name
Wavelet Neural Networks : with Applications in Financial Engineering, Chaos, and Classification
Subject
Numerical Analysis, Neural Networks, Statistics, Mathematical Analysis
Publication Year
2014
Type
Textbook
Subject Area
Mathematics, Computers, Business & Economics
Format
Hardcover
Dimensions
Item Height
0.8 in
Item Weight
17.3 Oz
Item Length
9.6 in
Item Width
6.3 in
Additional Product Features
Intended Audience
Scholarly & Professional
LCCN
2013-047838
Illustrated
Yes
Synopsis
A step-by-step introduction to modeling, training, and forecasting using wavelet networks Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification presents the statistical model identification framework that is needed to successfully apply wavelet networks as well as extensive comparisons of alternate methods. Providing a concise and rigorous treatment for constructing optimal wavelet networks, the book links mathematical aspects of wavelet network construction to statistical modeling and forecasting applications in areas such as finance, chaos, and classification. The authors ensure that readers obtain a complete understanding of model identification by providing in-depth coverage of both model selection and variable significance testing. Featuring an accessible approach with introductory coverage of the basic principles of wavelet analysis, Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification also includes: * Methods that can be easily implemented or adapted by researchers, academics, and professionals in identification and modeling for complex nonlinear systems and artificial intelligence * Multiple examples and thoroughly explained procedures with numerous applications ranging from financial modeling and financial engineering, time series prediction and construction of confidence and prediction intervals, and classification and chaotic time series prediction * An extensive introduction to neural networks that begins with regression models and builds to more complex frameworks * Coverage of both the variable selection algorithm and the model selection algorithm for wavelet networks in addition to methods for constructing confidence and prediction intervals Ideal as a textbook for MBA and graduate-level courses in applied neural network modeling, artificial intelligence, advanced data analysis, time series, and forecasting in financial engineering, the book is also useful as a supplement for courses in informatics, identification and modeling for complex nonlinear systems, and computational finance. In addition, the book serves as a valuable reference for researchers and practitioners in the fields of mathematical modeling, engineering, artificial intelligence, decision science, neural networks, and finance and economics., A step-by-step introduction to modeling, training, and forecasting using wavelet networks Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification presents the statistical model identification framework that is needed to successfully apply wavelet networks as well as extensive comparisons of alternate methods. Providing a concise and rigorous treatment for constructing optimal wavelet networks, the book links mathematical aspects of wavelet network construction to statistical modeling and forecasting applications in areas such as finance, chaos, and classification. The authors ensure that readers obtain a complete understanding of model identification by providing in-depth coverage of both model selection and variable significance testing. Featuring an accessible approach with introductory coverage of the basic principles of wavelet analysis, Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification also includes: - Methods that can be easily implemented or adapted by researchers, academics, and professionals in identification and modeling for complex nonlinear systems and artificial intelligence - Multiple examples and thoroughly explained procedures with numerous applications ranging from financial modeling and financial engineering, time series prediction and construction of confidence and prediction intervals, and classification and chaotic time series prediction - An extensive introduction to neural networks that begins with regression models and builds to more complex frameworks - Coverage of both the variable selection algorithm and the model selection algorithm for wavelet networks in addition to methods for constructing confidence and prediction intervals Ideal as a textbook for MBA and graduate-level courses in applied neural network modeling, artificial intelligence, advanced data analysis, time series, and forecasting in financial engineering, the book is also useful as a supplement for courses in informatics, identification and modeling for complex nonlinear systems, and computational finance. In addition, the book serves as a valuable reference for researchers and practitioners in the fields of mathematical modeling, engineering, artificial intelligence, decision science, neural networks, and finance and economics., Through extensive examples and case studies, Wavelet Neural Networks provides a step-by-step introduction to modeling, training, and forecasting using wavelet networks.
LC Classification Number
QA403.3.A428 2014
Item description from the seller
Seller feedback (1,054,200)
- c***e (1301)- Feedback left by buyer.Past monthVerified purchaseGREAT BOOK!!! Thanks for offering it & the overall superb service!!! Highly recommended!!!
- n***n (75)- Feedback left by buyer.Past monthVerified purchaseExactly the book I wanted, and it came sooner than expected! Thank you
- 6***c (256)- Feedback left by buyer.Past monthVerified purchaseVery pleased with purchase ..exactly what I wanted and arrived quickly!!
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Seller feedback (1,054,200)
- c***e (1301)- Feedback left by buyer.Past monthVerified purchaseGREAT BOOK!!! Thanks for offering it & the overall superb service!!! Highly recommended!!!
- n***n (75)- Feedback left by buyer.Past monthVerified purchaseExactly the book I wanted, and it came sooner than expected! Thank you
- 6***c (256)- Feedback left by buyer.Past monthVerified purchaseVery pleased with purchase ..exactly what I wanted and arrived quickly!!