Generalized linear models for categorical and continuous limited dependent variables
Smithson, Michael
Generalized linear models for categorical and continuous limited dependent variables Smithson, Michael - Boca Raton CRC Press 2014 - xxiii, 284 p. - Statistics in the Social and Behavioral Sciences .
Designed for graduate students and researchers in the behavioral, social, health, and medical sciences, this text employs generalized linear models, including mixed models, for categorical and limited dependent variables. Categorical variables include both nominal and ordinal variables. Discrete or continuous limited dependent variables have restricted support, whether through censorship or truncation or by their nature. The book incorporates examples of truncated counts, censored continuous variables, and doubly bounded continuous variables, such as percentages.
9781466551732
Variables (Mathematics)
Linear models (Statistics)
Mathematical constants
511.326 / S6G3
Generalized linear models for categorical and continuous limited dependent variables Smithson, Michael - Boca Raton CRC Press 2014 - xxiii, 284 p. - Statistics in the Social and Behavioral Sciences .
Designed for graduate students and researchers in the behavioral, social, health, and medical sciences, this text employs generalized linear models, including mixed models, for categorical and limited dependent variables. Categorical variables include both nominal and ordinal variables. Discrete or continuous limited dependent variables have restricted support, whether through censorship or truncation or by their nature. The book incorporates examples of truncated counts, censored continuous variables, and doubly bounded continuous variables, such as percentages.
9781466551732
Variables (Mathematics)
Linear models (Statistics)
Mathematical constants
511.326 / S6G3