000			02303cam a22002418i 4500
999			_c38190 _d38190
020			_a9781032088471
041			_aeng
082	0	0	_a519.535 _bAFI-P
100	1		_aAfifi, A. A. _q(Abdelmonem A.), _eauthor.
245	1	0	_aPractical multivariate analysis / _cAbdelmonem Afifi, Susanne May, Robin A. Donatello, Virginia A. Clark.
250			_aSixth edition
260			_aNew York : _bRoutledge, _c2021.
300			_axv, 418p.
504			_aIncludes bibliographical references and index.
505	0		_aWhat is multivariate analysis? -- Characterizing data for analysis -- Preparing for data analysis -- Data Visualization -- Data screening and transformations -- Selecting appropriate analyses -- Simple regression and correlation -- Multiple regression and correlation -- Variable selection in regression -- Special regression topics -- Discriminant analysis -- Logistic regression -- Regression analysis with survival data -- Principal components analysis -- Factor Analysis -- Cluster analysis -- Log-linear analysis -- Correlated outcomes regression.
520			_aThis is the sixth edition of a popular textbook on multivariate analysis. Well-regarded for its practical and accessible approach, with excellent examples and good guidance on computing, the book is particularly popular for teaching outside statistics, i.e. in epidemiology, social science, business, etc. The sixth edition has been updated with a new chapter on data visualization, a distinction made between exploratory and confirmatory analyses and a new section on generalized estimating equations and many new updates throughout. This new edition will enable the book to continue as one of the leading textbooks in the area, particularly for non-statisticians. Key Features: Provides a comprehensive, practical and accessible introduction to multivariate analysis. Keeps mathematical details to a minimum, so particularly geared toward a non-statistical audience. Includes lots of detailed worked examples, guidance on computing, and exercises. Updated with a new chapter on data visualization.
546			_aEnglish.
650		0	_aMultivariate analysis _xData processing.
650		0	_aMultivariate analysis.
700	1		_aMay, Susanne _eauthor.
700	1		_aDonatello, Robin A. ...[et al.] _eauthor.
942			_2ddc _cBK