Specifications
| Publisher | Springer London Ltd |
| ISBN 13 | 9781848829688 |
| ISBN 10 | 184882968X |
| Book Subtitle | Linear Models n Statistics |
| Book Description | 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. |
| Editorial Review | “It is designed to teach analytical mechanics to second and third year undergraduates in the UK, and probably to third or fourth year undergraduates in the US.This book offers a very attractive traditional introduction to the subject.The author is well tuned to the difficulties even strong students encounter.Discusses the relevance of classical mechanics in modern physics, especially to relativity and quantum mechanics. This is a fine textbook. It would be a pleasure to teach or to learn from it.” (William J. Satzer, The Mathematical Association of America, March, 2010) |
| Language | English |
| Author | Nick Bingham, John Fry |
| Publication Date | 27 Oct 2010 |
| Number of Pages | 284 |
Regression: Linear Models In Statistics Paperback English by Nick Bingham - 27 Oct 2010
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