Computational and Statistical Methods for Analysing Big Data with Applications

Computational and Statistical Methods for Analysing Big Data with Applications provides readers with a comprehensive discussion on developing and implementing advanced statistical and computational methodologies for high-impact areas where big data is collected, including: computer vision, geosciences, commerce, healthcare, and transportation. Topics covered include machine learning, spatial statistics, design of experiments, and healthcare.

The book includes many examples using MATLAB and Signal Processing Toolbox.