Mathew McLeanPost Doctoral Fellows

IAMCS

Email: mmclean@stat.tamu.edu

Webpage: http://www.stat.tamu.edu/~mmclean/

Research Interests:

My current research is mostly in applied functional data analysis.  Specifically, regression models where at least one of the predictors or the response are functions.  I have also done some work on curve registration.  My research usually involves techniques from semiparametric regression, especially penalized regression splines.  Past work has involved time series analysis; specifically various types of GARCH models.  Previous areas of application have included diffusion tensor imaging, forecasting emergency medical service call arrival rates, and financial time series.