Handbook of Big Data Analytics

Horng-Shing Lu (Editor), Wolfgang Karl Härdle (Editor), Xiaotong Shen (Editor)

Research output: Book/ReportBookpeer-review


Addressing a broad range of big data analytics in cross-disciplinary applications, this essential handbook focuses on the statistical prospects offered by recent developments in this field. To do so, it covers statistical methods for high-dimensional problems, algorithmic designs, computation tools, analysis flows and the software-hardware co-designs that are needed to support insightful discoveries from big data. The book is primarily intended for statisticians, computer experts, engineers and application developers interested in using big data analytics with statistics. Readers should have a solid background in statistics and computer science.
Original languageEnglish
Number of pages600
ISBN (Print)9783319182834
StatePublished - Aug 2018


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