{"product_id":"9781848829688","title":"Springer Undergraduate Mathematics Series: Linear Models in Statistics","description":"\u003ch1\u003eSpringer Undergraduate Mathematics Series: Linear Models in Statistics\u003c\/h1\u003e \u003ch2\u003eBingham, N. H.; Fry, John M.\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eRegression is the branch of Statistics in which a dependent variable of interest is modelled as a linear combination of one or more predictor variables, together with a random error.  The subject is inherently two- or higher- dimensional, thus an understanding of Statistics in one dimension is essential.\u003c\/p\u003e\n\n\u003cp\u003e\u003ci\u003eRegression: Linear Models in Statistics\u003c\/i\u003e fills the gap between introductory statistical theory and more specialist sources of information. In doing so, it provides the reader with a number of worked examples, and exercises with full solutions.\u003c\/p\u003e\n\n\u003cp\u003eThe book begins with simple linear regression (one predictor variable), and analysis of variance (ANOVA), and then further explores the area through inclusion of topics such as multiple linear regression (several predictor variables) and analysis of covariance (ANCOVA). The book concludes with special topics such as non-parametric regression and mixed models, time series, spatial processes and design of experiments.\u003c\/p\u003e\n\n\u003cp\u003eAimed at 2nd and 3rd year undergraduates studying \u003ci\u003eStatistics, Regression: Linear Models in Statistics\u003c\/i\u003e requires a basic knowledge of (one-dimensional) Statistics, as well as Probability and standard Linear Algebra. Possible companions include John Haigh’s Probability Models, and T. S. Blyth \u0026amp; E.F. Robertsons’ Basic Linear Algebra and Further Linear Algebra.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2010-09-29\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781848829688\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-84882-969-5\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 284\u003c\/p\u003e ","brand":"Springer London","offers":[{"title":"Default Title","offer_id":45937780490380,"sku":"9781848829688","price":34.19,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781848829688.jpg?v=1775730867","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781848829688","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}