TY - BOOK ID - 137818083 TI - Computational methods for data analysis AU - Cattani, Carlo AU - Karaca, Yeliz PY - 2019 SN - 3110493608 3110496364 9783110493603 9783110496369 PB - Berlin Boston DB - UniCat KW - Bioinformatik. KW - Datenanalyse. KW - Maschinelles Lernen. KW - Massendaten. KW - Ökonometrie. UR - https://www.unicat.be/uniCat?func=search&query=sysid:137818083 AB - 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. ER -