Course TopicsLinear models, generalized linear models, and nonlinear models are examples of parametric regression models because we know the function that describes the relationship between the ...

It is commonly believed that the Gauss-Hermite method works relatively well in simple situations but fails in more complicated structures. However, we present here a strikingly simple example of a ...

For the parameters of a multinomial logistic regression, it is shown how to obtain the bias-reducing penalized maximum likelihood estimator by using the equivalent Poisson log-linear model. The ...