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Computational Statistics Handbook with MATLAB, Martinez Wendy L.


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Автор: Martinez Wendy L.
Название:  Computational Statistics Handbook with MATLAB
Перевод названия: Уэнди Мартинез: Вычисляем статистики с помощью MATLAB
ISBN: 9781466592735
Издательство: Taylor&Francis
Классификация:



ISBN-10: 1466592737
Обложка/Формат: Hardback
Страницы: 759
Вес: 1.22 кг.
Дата издания: 14.12.2015
Серия: Chapman & hall/crc computer science & data analysis
Язык: English
Издание: 3 ed
Иллюстрации: 35 tables, black and white; 205 illustrations, black and white
Размер: 243 x 166 x 46
Читательская аудитория: Postgraduate, research & scholarly
Ключевые слова: Probability & statistics, BUSINESS & ECONOMICS / Statistics,COMPUTERS / Databases / Data Mining,MATHEMATICS / Probability & Statistics / General
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Европейский союз
Описание:

A Strong Practical Focus on Applications and Algorithms
Computational Statistics Handbook with MATLAB(R), Third Edition covers todays most commonly used techniques in computational statistics while maintaining the same philosophy and writing style of the bestselling previous editions. The text keeps theoretical concepts to a minimum, emphasizing the implementation of the methods.

New to the Third Edition
This third edition is updated with the latest version of MATLAB and the corresponding version of the Statistics and Machine Learning Toolbox. It also incorporates new sections on the nearest neighbor classifier, support vector machines, model checking and regularization, partial least squares regression, and multivariate adaptive regression splines.

Web Resource
The authors include algorithmic descriptions of the procedures as well as examples that illustrate the use of algorithms in data analysis. The MATLAB code, examples, and data sets are available online.



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