{"product_id":"computational-and-statistical-methods-for-analysing-big-data-with-applications-hardback-9780128037324","title":"Computational and Statistical Methods for Analysing Big Data with Applications (Hardback) 9780128037324","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eComputational and Statistical Methods for Analysing Big Data with Applications\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003e\u003cp\u003eThis book provides users with a comprehensive discussion on how to develop and implement advanced statistical and computational methodologies for use in five high-impact areas where big data is collected, including computer vision, geosciences, commerce, healthcare and transportation\u003c\/p\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eShen Liu (Author), James Mcgree (Author), Zongyuan Ge (Author), Yang Xie (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780128037324, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 25 November 2015\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e206 pages\u003cbr\u003e22.9 x 15.1 x 2 cm, 0.34 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003eDue 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. \u003c\/p\u003e  \u003cp\u003e\u003ci\u003eComputational and Statistical Methods for Analysing Big Data with Applications\u003c\/i\u003e 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.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003eChapter 1 Introduction\u003c\/p\u003e \u003cp\u003eChapter 2 Classification methods\u003c\/p\u003e \u003cp\u003eChapter 3 Finding groups in data\u003c\/p\u003e \u003cp\u003eChapter 4 Computer vision in big data applications\u003c\/p\u003e \u003cp\u003eChapter 5 A computational method for analysing large spatial datasets\u003c\/p\u003e \u003cp\u003eChapter 6 Big data and design of experiments\u003c\/p\u003e \u003cp\u003eChapter 7 Big data with health care application\u003c\/p\u003e \u003cp\u003eChapter 8 Big data from mobile devices\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Probability \u0026amp; statistics [\u003ca title=\"See our other books on Probability \u0026amp; statistics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Probability%20\u0026amp;%20statistics%20%5BPBT%5D%22\"\u003ePBT\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Academic Press","offers":[{"title":"Default Title","offer_id":46649615450392,"sku":"9780128037324","price":53.59,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780128037324.jpg?v=1694102167","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/computational-and-statistical-methods-for-analysing-big-data-with-applications-hardback-9780128037324","provider":"Freshly Printed Books","version":"1.0","type":"link"}