TY - BOOK AU - McGree, James, AU - Ge, Zongyuan, AU - Xie, Yang, TI - Computational and statistical methods for analysing big data with applications / SN - 9780128037324 U1 - 006.312 PY - 2016/// PY - 2016/// CY - London : PB - Academic Press is an imprint of Elsevier, KW - Big data KW - Statistical methods. KW - Quantitative research N1 - Includes bibliographical references and index.; Adult N2 - "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." --Publisher's description. ER -