Regression: Linear Models in Statistics (Springer Undergraduate Mathematics Series) Paperback - 2010
by Bingham, N. H.; Fry, John M
From the rear cover
Regression 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.
Regression: Linear Models in Statistics 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.
The 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.
Aimed at 2nd and 3rd year undergraduates studying Statistics, Regression: Linear Models in Statistics 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 & E.F. Robertsons' Basic Linear Algebra and Further Linear Algebra.
Details
- Title Regression: Linear Models in Statistics (Springer Undergraduate Mathematics Series)
- Author Bingham, N. H.; Fry, John M
- Binding Paperback
- Edition International Ed
- Language ENG
- Publisher Springer
- Date 2010-09
- Features Bibliography, Illustrated, Index, Table of Contents
- ISBN 9781848829688
-
Themes
- Aspects (Academic): Science/Technology Aspects
Media reviews
Citations
- Choice, 04/01/2011, Page 0
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