Two central unifying components of statistics are the likelihood function and the exponential family. These are here brought together for the first time as the central themes of a book on statistical inference, appropriate as an advanced undergraduate or graduate text in mathematical statistics.
Categorical data analysis is a special area of generalized linear models, which offers statistical applications in many disciplines. This text presents the models in a language which can be immediately applied in many modern statistical packages, such as GLIM, GENSTAT and S-Plus.
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