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Computational and Statistical Methods for Analysing Big Data with Applications

freshlyprintedbooks
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Item specifics

Condition
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
BIC Subject Area 1
Probability & statistics [PBT]
ISBN
9780128037324
Publication Year
2015
Type
Textbook
Format
Hardcover
Language
English
Publication Name
Computational and Statistical Methods for Analysing Big Data with Applications
Item Height
229mm
Author
James Mcgree, Shen Liu, Zongyuan Ge, Yang Xie
Publisher
Elsevier Science Publishing Co INC International Concepts
Item Width
152mm
Subject
Mathematics
Item Weight
340g
Number of Pages
206 Pages

About this product

Product Information

Due to the scale and complexity of data sets currently being collected in areas such as health, transportation, environmental science, engineering, information technology, business and finance, modern quantitative analysts are seeking improved and appropriate computational and statistical methods to explore, model and draw inferences from big data. This book aims to introduce suitable approaches for such endeavours, providing applications and case studies for the purpose of demonstration. Computational and Statistical Methods for Analysing Big Data with Applications starts with an overview of the era of big data. It then goes onto explain the computational and statistical methods which have been commonly applied in the big data revolution. For each of these methods, an example is provided as a guide to its application. Five case studies are presented next, focusing on computer vision with massive training data, spatial data analysis, advanced experimental design methods for big data, big data in clinical medicine, and analysing data collected from mobile devices, respectively. The book concludes with some final thoughts and suggested areas for future research in big data.

Product Identifiers

Publisher
Elsevier Science Publishing Co INC International Concepts
ISBN-13
9780128037324
eBay Product ID (ePID)
226408545

Product Key Features

Author
James Mcgree, Shen Liu, Zongyuan Ge, Yang Xie
Publication Name
Computational and Statistical Methods for Analysing Big Data with Applications
Format
Hardcover
Language
English
Subject
Mathematics
Publication Year
2015
Type
Textbook
Number of Pages
206 Pages

Dimensions

Item Height
229mm
Item Width
152mm
Item Weight
340g

Additional Product Features

Title_Author
Shen Liu, Yang Xie, James Mcgree, Zongyuan Ge
Country/Region of Manufacture
United States

Item description from the seller

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PARTRAD LIMITED
Jonathan Parkins
10B Blenheim Court
Brownfields
Welwyn Garden City
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United Kingdom
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freshlyprintedbooks

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