Name: Regression: Linear Models in Statistics (Springer Undergraduate Mathematics Series) (en Inglés)
Price: 56800.00 CLP
Availability: InStock
Author: N. H. H. Bingham
ISBN: 9781848829688

portada Regression: Linear Models in Statistics (Springer Undergraduate Mathematics Series) (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

N. H. H. Bingham

Año

2010

Idioma

Inglés

N° páginas

300

Encuadernación

Tapa Blanda

ISBN

9781848829688

ISBN13

9781848829688

N° edición

2010

Categorías

Matemáticas aplicadas

Regression: Linear Models in Statistics (Springer Undergraduate Mathematics Series) (en Inglés)

N. H. H. Bingham (Autor) · Springer · Tapa Blanda

Libro Físico

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Reseña del libro "Regression: Linear Models in Statistics (Springer Undergraduate Mathematics Series) (en Inglés)"

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.