Generalized linear models are widely used by data analysts. However, the choice of the link function is often made arbitrarily. Here we permit the data to estimate the link function by incorporating ...

Sankhyā: The Indian Journal of Statistics, Series B (1960-2002), Vol. 58, No. 3 (Dec., 1996), pp. 338-351 (14 pages) In this paper we develop the theory of linear models using the properties of Linear ...

You construct a generalized linear model by deciding on response and explanatory variables for your data and choosing an appropriate link function and response probability distribution. Some examples ...

Modeling is the single most important activity in mechatronic system design and this article focuses on some techniques and tools engineers can use to create mathematical models from the various ...