Multivariate data analysis : a global perspective /
Hair, Joseph F.
Multivariate data analysis : a global perspective / Joseph F. Hair Jr., William C. Black, Barry J. Babin and Rolph E. Anderson. - Seventh edition. | Low Price edition. - Upper Saddle River, New Jersey : Pearson Education, c2010 - xxviii, 800 pages : illustrations ; 26 cm.
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.
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.
9789810695996
MULTIVARIATE ANALYSIS
QA 278 .H35 2010
Multivariate data analysis : a global perspective / Joseph F. Hair Jr., William C. Black, Barry J. Babin and Rolph E. Anderson. - Seventh edition. | Low Price edition. - Upper Saddle River, New Jersey : Pearson Education, c2010 - xxviii, 800 pages : illustrations ; 26 cm.
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.
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.
9789810695996
MULTIVARIATE ANALYSIS
QA 278 .H35 2010