Regression
Linear Models in Statistics
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ISBN-13:
9781848829688
Veröffentl:
2010
Erscheinungsdatum:
29.09.2010
Seiten:
284
Autor:
N H Bingham
Gewicht:
448 g
Format:
234x159x18 mm
Sprache:
Englisch
Beschreibung:
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.
A self-contained, mathematical introduction to the development and theory of linear models aimed primarily at undergraduate students of mathematics.
Linear Regression.- The Analysis of Variance (ANOVA).- Multiple Regression.- Further Multilinear Regression.- Adding additional covariates and the Analysis of Covariance.- Linear Hypotheses.- Model Checking and Transformation of Data.- Generalised Linear Models.- Other topics.
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