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In the Imperial Diets of the Protestant Reformation period, Catholic and Protestant factions stood in opposition to each other. Both sides claimed to represent Christian truth. For the Holy Roman Empire to maintain any capacity for action, people had to develop a way of speaking that allowed for communication between representatives of all faiths a high-wire act at the intersection between political considerations and religious self-conception.

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Providing a self-contained exposition of the theory of linear models, this treatise strikes a compromise between theory and practice, providing a sound theoretical basis while putting the theory to work in important cases. The basic idea of the book is to provide readers with enough background to further explore the theory and applications of linear models on their own. The treatment is not meant to be exhaustive; in particular, it is essentially limited to models with one component of variation.

In 1978 the idea of studying the generalized inverse Gaussian distribution was proposed to me by Professor Ole Barndorff-Nielsen, who had come across the distribution in the study of the socalled hyperbolic distributions where it emerged in connection with the representation of the hyperbolic distributions as mixtures of normal distributions. The statistical properties of the generalized inverse Gaussian distribution were at that time virtually unde veloped, but it turned out that the distribution has some nice properties, and models many sets of data satisfactorily. This work contains an...