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A up to date technique to statistical learning and its functions by means of visualization methods
With a singular and revolutionary presentation, Multivariate Nonparametric Regression and Visualization presents readers with the core statistical concepts to purchase full and right predictions when given a set of data. Specializing in nonparametric methods to adapt to the various types of data producing mechanisms, the book begins with an abstract of classification and regression.
The book then introduces and examines quite a few examined and confirmed visualization strategies for learning samples and options. Multivariate Nonparametric Regression and Visualization identifies hazard administration, portfolio selection, and selection pricing as the first areas in which statistical methods may be carried out in quantitative finance. The book provides protection of key statistical areas along with linear methods, kernel methods, additive fashions and timber, boosting, assist vector machines, and nearest neighbor methods. Exploring the additional functions of nonparametric and semiparametric methods, Multivariate Nonparametric Regression and Visualization choices: An in depth appendix with R-package deal deal teaching supplies to encourage duplication and modification of the launched computations and evaluation Quite a lot of examples to exhibit the needs in the sector of finance Sections with formal definitions of the numerous utilized methods for readers to take advantage of all by means of the book
Multivariate Nonparametric Regression and Visualization is an ideal textbook for greater-undergraduate and graduate-diploma packages on nonparametric carry out estimation, superior topics in statistics, and quantitative finance. The book can be an outstanding reference for practitioners who apply statistical methods in quantitative finance.
- File Size: 24255 KB
- Print Length: 395 pages
- Page Numbers Source ISBN: 0470384425
- Publisher: Wiley-Interscience; 1 edition (May 5, 2014)
- Publication Date: May 5, 2014
- Sold by: Amazon Digital Services LLC
- Language: English
- ASIN: B00K6DAMOA
- Text-to-Speech: Enabled
- X-Ray: Not Enabled
- Word Wise: Not Enabled
- Lending: Enabled
- Screen Reader: Supported
- Enhanced Typesetting: Enabled
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