{"product_id":"an-introduction-to-multivariate-data-isbn-9780470689189","title":"An Introduction to Multivariate Data","description":"\u003cp\u003e\u003cb\u003eA comprehensive overview of multivariate data and analysis\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eProviding an introduction to the subject of multivariate data analysis without delving deeply into underlying theory and concepts, \u003ci\u003eAn Introduction to Multivariate Data\u003c\/i\u003e is an excellent resource for undergraduate statistics courses as well as for professionals who require an understanding of statistical techniques for analyzing their own data sets. Focused on real-world application, the book includes sample exercises in each chapter to firmly cement the concepts covered. Exercises range from simple problems that can be solved by hand or with a calculator, while others require the use of computer-based statistical software.\u003c\/p\u003e 1 Introduction 1 \u003cp\u003e2 Matrix Algebra 10\u003c\/p\u003e \u003cp\u003e3 Basic Multivariate Statistics 22\u003c\/p\u003e \u003cp\u003e4 Graphical Representation of Multivariate Data 41\u003c\/p\u003e \u003cp\u003e5 Principal Components Analysis 49\u003c\/p\u003e \u003cp\u003e6 Biplots 68\u003c\/p\u003e \u003cp\u003e7 Correspondence Analysis 76\u003c\/p\u003e \u003cp\u003e8 Cluster Analysis 87\u003c\/p\u003e \u003cp\u003e9 Multidimensional Scaling 99\u003c\/p\u003e \u003cp\u003e10 Linear Regression Analysis 118\u003c\/p\u003e \u003cp\u003e11 Multivariate Analysis of Variance 131\u003c\/p\u003e \u003cp\u003e12 Canonical Correlation Analysis 140\u003c\/p\u003e \u003cp\u003e13 Discriminate Analysis and Canonical Variates Analysis 148\u003c\/p\u003e \u003cp\u003e14 Loglinear Modelling 169\u003c\/p\u003e \u003cp\u003e15 Factor Analysis 181\u003c\/p\u003e \u003cp\u003e16 Other Latent Variable Models 195\u003c\/p\u003e \u003cp\u003e17 Graphical Modelling 201\u003c\/p\u003e \u003cp\u003e18 Data Mining 211\u003c\/p\u003e \u003cp\u003eReferences 225\u003c\/p\u003e \u003cp\u003eIndex 227\u003c\/p\u003e  \u003cp\u003eTrevor Cox is a British academic and science communicator. He was a Senior Media fellow for EPSRC, and is a past-President of the Institute of Acoustics.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":47988727939301,"sku":"NP9780470689189","price":46.95,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1842\/7735\/files\/9780470689189.jpg?v=1761781354","url":"https:\/\/k12savings.com\/es\/products\/an-introduction-to-multivariate-data-isbn-9780470689189","provider":"K12savings","version":"1.0","type":"link"}