Computational Methods for Data Analysis

Download or Read eBook Computational Methods for Data Analysis PDF written by Yeliz Karaca and published by Walter de Gruyter GmbH & Co KG. This book was released on 2018-12-17 with total page 473 pages. Available in PDF, EPUB and Kindle.
Computational Methods for Data Analysis
Author :
Publisher : Walter de Gruyter GmbH & Co KG
Total Pages : 473
Release :
ISBN-10 : 9783110493603
ISBN-13 : 3110493608
Rating : 4/5 (03 Downloads)

Book Synopsis Computational Methods for Data Analysis by : Yeliz Karaca

Book excerpt: 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.


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Programming; Data management and manipulation; Numerical computations; Linear models; Nonlinear models; Simulation of Random processes; Computational graphics.