000			02352cam a22002897i 4500
999			_c51437 _d52984
003			ISURa
008			171116s2018 enkacd b 001 0 eng d
020			_a9780124166325
020			_a0124166326
041			_aEnglish
082			_a006.312 _bHAN
100	1		_aNisbet, Robert _972519
245	1	0	_aHandbook of statistical analysis and data mining applications
250			_a2nd ed.
260			_aLondon, United Kingdom _bAcademic Press, an Imprint of Elsevier _c2018
300			_axxix, 792 p. _bcol. ill. _c25 cm
500			_aHistory 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			_aHandbook 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.
650		0	_aData mining -Statistical methods. _972520
650		0	_aCOMPUTERS -- General. _967663
650		0	_aExploration de données (Informatique) -- Méthodes statistiques. _972521
700	1		_aMiner, Gary _972522
700	1		_aYale, Ken _972523
700	1		_aElder, John F. _972524
700	1		_aPeterson, Andrew F. _972525
942			_2ddc _cLN