This section illustrates how to solve some ordinary least-squares problems and generalizations of those problems by formulating them as transformation regression problems. One problem involves finding ...

Partially linear models provide a useful class of tools for modeling complex data by naturally incorporating a combination of linear and nonlinear effects within one framework. One key question in ...

Film narratives are usually linear. That means we see the events of the story unfolding in the order in which they occurred. For example, in Toy Story we follow Woody and Buzz’s adventure in a linear ...

SIAM Journal on Numerical Analysis, Vol. 36, No. 6 (Sep. - Oct., 1999), pp. 1659-1689 (31 pages) Nonlinear image deblurring procedures based on probabilistic considerations are widely believed to ...