Handbook of statistical analysis and data mining applications

"Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementati...

Full description

Saved in:
Bibliographic Details
Main Authors: Nisbet, Robert (Author), Miner, Gary (Author), Yale, Kenneth P., 1956- (Author), Elder, John F. 1961- (Author), Peterson, Andy (Author)
Corporate Author: Elsevier Science (firma)
Format: eBook
Language: English
Published: London ; San Diego ; Cambridge ; Kidlington : Academic Press, an imprint of Elsevier, [2018]
Edition: Second edition
Subjects:
algoritmy (programování)
dolování dat
statistické metody
statistická analýza
computer algorithms
data mining
statistical methods
statistical analysis
příručky
elektronické knihy
handbooks, manuals, etc
electronic books
ISBN: 9780124166455
978-0-12-416632-5
Physical Description: 1 online zdroj (792 stran) : ilustrace

Cover

Table of contents

LEADER 04318cam a2200697 i 4500
001 91258
003 CZ ZlUTB
005 20200530175202.0
006 m o d
007 cr |n
008 171018s2018 xxka fof 001 0 eng d
020 |a 9780124166455  |q (online ;  |q pdf) 
020 |z 978-0-12-416632-5  |q (tisk) 
024 7 |a https://doi.org/10.1016/C2012-0-06451-4  |2 doi 
035 |a (OCoLC)1006614275  |z (OCoLC)1006502593  |z (OCoLC)1007049564  |z (OCoLC)1007373020 
040 |a YDX  |b cze  |e rda  |c YDX  |d N$T  |d CNCGM  |d OPELS  |d UAB  |d SNM  |d D6H  |d EBLCP  |d CHVBK  |d MERUC  |d CUY  |d ZLD002 
044 |a xxk  |a xxu 
072 7 |a 004.4/.6  |x Programování. Software  |2 Konspekt  |9 23 
080 |a 004.421  |2 MRF 
080 |a 004.659  |2 MRF 
080 |a 519.23/.24  |2 MRF 
080 |a 519.23  |2 MRF 
080 |a (035)  |2 MRF 
080 |a (0.034.2:08)  |2 MRF 
100 1 |a Nisbet, Robert  |7 vut2010439928  |4 aut 
245 1 0 |a Handbook of statistical analysis and data mining applications /  |c authors Robert Nisbet, Gary Miner, Ken Yale ; guest authors of selected chapters John Elder IV, Andy Peterson 
250 |a Second edition 
264 1 |a London ;  |a San Diego ;  |a Cambridge ;  |a Kidlington :  |b Academic Press, an imprint of Elsevier,  |c [2018] 
264 4 |c ©2018 
300 |a 1 online zdroj (792 stran) :  |b ilustrace 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
504 |a Obsahuje bibliografické odkazy a rejstřík 
505 0 |a History of phases of data analysis, basic theory, and the data mining process -- The algorithms in data mining and text mining, the organization of the three most common data mining tools, and selected specialized areas using data mining -- Tutorials--step-by-step case studies as a starting point to learn how to do data mining analyses -- Measuring true complexity, the "right model for the right use," top mistakes, and the future of analytics. 
520 |a "Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas-from science and engineering, to medicine, academia and commerce."--Resumé vydavatele 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity 
533 |a Elektronická verze Elsevier 
588 |a Název z titulní obrazovky (11.12. 2018) 
650 0 7 |a algoritmy (programování)  |7 ph131788  |2 czenas 
650 0 7 |a dolování dat  |7 ph165954  |2 czenas 
650 0 7 |a statistické metody  |7 ph135431  |2 czenas 
650 0 7 |a statistická analýza  |7 ph126062  |2 czenas 
650 0 9 |a computer algorithms  |2 eczenas 
650 0 9 |a data mining  |2 eczenas 
650 0 9 |a statistical methods  |2 eczenas 
650 0 9 |a statistical analysis  |2 eczenas 
655 7 |a příručky  |7 fd133209  |2 czenas 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a handbooks, manuals, etc  |2 eczenas 
655 9 |a electronic books  |2 eczenas 
710 2 |a Elsevier Science (firma)  |7 ko2002102447 
700 1 |a Miner, Gary  |7 vut2010439929  |4 aut 
700 1 |a Yale, Kenneth P.,  |d 1956-  |4 aut 
700 1 |a Elder, John F.  |q (John Fletcher),  |d 1961-  |7 vse2009551748  |4 aut 
700 1 |a Peterson, Andy  |4 aut 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://www.sciencedirect.com/science/book/9780124166325  |y Plný text 
910 |a ZLD002 
928 9 |a Elsevier 
992 |a BK  |b SK  |c EBOOK-TN  |c ELSEVIER 
999 |c 91258  |d 91258 

Similar Items