TY - BOOK AU - Hair, Joseph F. AU - William C. Black AU - Barry J. Babin AU - Rolph E. Anderson. TI - Multivariate data analysis : a global perspective SN - 9789810695996 AV - QA 278 .H35 2010 PY - 2010/// CY - Upper Saddle River, N.J. : PB - Pearson Education, KW - MULTIVARIATE ANALYSIS KW - STATISTICS N1 - Includes bibliographical references and index; Introduction: Methods and model building -- Section I. Understanding and preparing for multivariate analysis. Cleaning and transforming data -- Factor analysis -- Section II. Analysis using dependence techniques. Simple and multiple regression -- Canonical correlation -- Conjoint analysis -- Multiple discriminant analysis and logistic regression -- ANOVA and MANOVA -- Section III. Analysis using interdependence techniques. Grouping data with cluster analysis -- MDS and correspondence analysis -- Section IV. Structural equations modeling. SEM: an introduction -- Applications of SEM N2 - Offering an applications-oriented approach which focuses on the use of each technique rather than its mathematical derivation, this textbook introduces a six-step framework for organising and discussing multivariate data analysis techniques ER -