Titlebook: Introduction to Statistical Modelling; Annette J. Dobson Book 1983 Annette J. Dobson 1983 Calc.Generalized linear model.Logistic Regressio

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Book 1983nal framework for the most commonly used statistical methods: regression, analysis of variance and covariance, logistic regression, log-linear models for contingency tables and several more specialized techniques. More advanced expositions of the subject are given by McCullagh and NeIder (1983) and

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Analysis of Variance and Covariance,ice of dummy variables is to some extent arbitrary, a major consideration is the optimal choice of X. The main questions addressed by analysis of variance and covariance involve comparisons of means. Traditionally the emphasis is on hypothesis testing rather than estimation or prediction.

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Contingency Tables and Log-Linear Models, categorical data can readily be defined when there is more than one response variable. The observations consist of. in the cells of a . formed by the cross-classification of response and explanatory variables.

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computational framework for the most commonly used statistical methods: regression, analysis of variance and covariance, logistic regression, log-linear models for contingency tables and several more specialized techniques. More advanced expositions of the subject are given by McCullagh and NeIder (