Highly Irregular Functional Generalized Linear Regression with Electronic Health Records

Justin Petrovich, Matthew Reimherr, Carrie Daymont

This work presents a new approach, called MISFIT, for fitting generalized functional linear regression models with sparsely and irregularly sampled data. Current methods do not all…