Computational and statistical methods for analysing big data with applications /
Computational and statistical methods for analysing big data with applications /
Shen Liu, The School of Mathematical Sciences and the ARC Centre of Excellence for Mathematical & Statistical Frontiers, Queensland University of Technology, Australia, James McGree, The School of Mathematical Sciences and the ARC Centre of Excellence for Mathematical & Statistical Frontiers, Queensland University of Technology, Australia, Zongyuan Ge, Cyphy Robotics Lab, Queensland University of Technology, Australia, Yang Xie, The Graduate School of Biomedial Engineering, the University of New Spoutjh Wales, Australia.
- 194 pages ; 24 cm
Includes bibliographical references and index.
"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.
Adult
Text in English
9780128037324
Big data --Statistical methods.
Quantitative research.
Quantitative research --Statistical methods.
006.312 / 23
Includes bibliographical references and index.
"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.
Adult
Text in English
9780128037324
Big data --Statistical methods.
Quantitative research.
Quantitative research --Statistical methods.
006.312 / 23