## An introduction to generalized linear models |

### What people are saying - Write a review

We haven't found any reviews in the usual places.

### Contents

1 | 5 |

2 | 12 |

Exponential family of distributions and generalized linear | 26 |

Copyright | |

13 other sections not shown

### Other editions - View all

An Introduction to Generalized Linear Models, Second Edition Annette J. Dobson No preview available - 2010 |

An Introduction to Generalized Linear Models, Second Edition Annette J. Dobson No preview available - 2001 |

An Introduction to Generalized Linear Models, Third Edition Annette J. Dobson,Adrian Barnett No preview available - 2008 |

### Common terms and phrases

analysis of variance ANOVA aP)jk approximately aspirin binomial distribution bT*Ty bTA"Ty Chapter chi-squared distribution columns compared confidence intervals consider contingency tables corner-point constraints covariates data in Table defined degrees of freedom denote design matrix deviance dummy variables duodenal ulcers E(Yjki elements expected value explanatory variables exponential family factor levels fitted values full model GLIM hence hypothesis tests independent parameters information matrix levels of factor linear models link function log-likelihood function log-likelihood ratio statistic log-linear models logistic model maximal model maximum likelihood estimator means methods model E(Yjk multinomial distribution Normal distribution null hypothesis observations obtained orthogonal plant weight plotted Poisson distribution probability distribution product multinomial distribution programs regression models response variables sampling distribution scores shown in Table solution standardized residuals sum of squares sum-to-zero test the hypothesis treatment tumour type var(Y variance-covariance matrix vector zero