Course TopicsIn many applications, the response variable is not Normally distributed. GLM can be used to analyze data from various non-Normal distributions. In this short course, we will introduce two ...

We propose a global smoothing method based on polynomial splines for the estimation of functional coefficient regression models for non-linear time series. Consistency and rate of convergence results ...

Linear and nonlinear device models are costly and time-consuming to develop. Most compact model parameters are extracted from linear, 50-ohm S-parameters and predicting behavior under extreme ...

Several examples are treated, and it is shown that the reformulation model generally has reduced collinearity and curvature with little loss of fit. A discussion of the relationship of collinearity to ...