De Gruyter Textbook

1 total work

Computational Methods for Data Analysis

by Yeliz Karaca and Carlo Cattani

Published 17 December 2018

This graduate text covers a variety of mathematical and statistical tools for the analysis of big data coming from biology, medicine and economics. Neural networks, Markov chains, tools from statistical physics and wavelet analysis are used to develop efficient computational algorithms, which are then used for the processing of real-life data using Matlab.