Categorical data analysis :

Agresti, Alan

Categorical data analysis : [electronic resource] / Alan Agresti. - 2nd ed. - New York : Wiley-Interscience, c2002. - 1 online resource (xv, 710 σ.) ; εικ. - Wiley series in probability and statistics . - Wiley series in probability and statistics .

Description based on print version record.

Περιέχει βιβλιογραφικές παραπομπές (σ. 655-688) και ευρετήρια.

Introduction : distributions and inference for categorical data -- Describing contingency tables -- Inference for contingency tables -- Introduction to generalized linear models -- Logistic regression -- Building and applying logistic regression models -- Logit models for multinomial responses -- Loglinear models for contingency tables -- Building and extending loglinear/logit models -- Models for matched pairs -- Analyzing repeated categorical response data -- Random effects : generalized linear mixed models for categorical responses -- Other mixture models for categorical data -- Asymptotic theory for parametric models -- Alternative estimation theory for parametric models -- Historical tour of categorical data analysis

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