{"product_id":"nonlinear-multivariate-analysis-hardback-9780471926207","title":"Nonlinear Multivariate Analysis (Hardback) 9780471926207","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eNonlinear Multivariate Analysis\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cfont size=\"4\"\u003eAlbert Gifi (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780471926207, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 13 June 1990\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e600 pages\u003cbr\u003e23.9 x 15.9 x 3.9 cm, 0.992 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003ePresents a system of multivariate analysis techniques in cases where statistical data may be of different measurement levels such as nominal, ordinal or interval. It covers methods of studying the stability of these techniques, including resampling by the bootstrap and jackknife and discusses sensitivity analysis through first-order approximations. The alternating least squares algorithm is used as a general model and treated in detail for the most important special cases. Among techniques covered are correspondence analysis, principal components analysis, canonical correlation analysis and various ordination techniques. The exposition also includes historical overviews, basic theoretical results, algorithmic efficiency and applications. Emphasis is placed on graphical display and nonlinear transformation of variables is used to obtain simple displays.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eConventions and Controversies in Multivariate Analysis.\u003cbr\u003e \u003cbr\u003e Coding of Categorical Data.\u003cbr\u003e \u003cbr\u003e Homogeneity Analysis.\u003cbr\u003e \u003cbr\u003e Nonlinear Principal Components Analysis.\u003cbr\u003e \u003cbr\u003e Nonlinear Generalized Canonical Analysis.\u003cbr\u003e \u003cbr\u003e Nonlinear Canonical Correlation Analysis.\u003cbr\u003e \u003cbr\u003e Asymmetric Treatment of Sets: Some Special Cases, Some FuturePrograms.\u003cbr\u003e \u003cbr\u003e Multidimensional Scaling and Correspondence Analysis.\u003cbr\u003e \u003cbr\u003e Models as Gauges for the Analysis of Binary Data.\u003cbr\u003e \u003cbr\u003e Reflections on Restrictions.\u003cbr\u003e \u003cbr\u003e Nonlinear Multivariate Analysis: Principles andPossibilities.\u003cbr\u003e \u003cbr\u003e The Study of Stability.\u003cbr\u003e \u003cbr\u003e The Proof of the Pudding.\u003cbr\u003e \u003cbr\u003e Appendices.\u003cbr\u003e \u003cbr\u003e References.\u003cbr\u003e \u003cbr\u003e Author Index.\u003cbr\u003e \u003cbr\u003e Subject Index.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Mathematics [\u003ca title=\"See our other books on Mathematics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Mathematics%20%5BPB%5D%22\"\u003ePB\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley","offers":[{"title":"Brand New","offer_id":52298069967128,"sku":"9780471926207","price":249.79,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9780471926207.jpg?v=1781734422","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/nonlinear-multivariate-analysis-hardback-9780471926207","provider":"Freshly Printed Books","version":"1.0","type":"link"}