Non-linear regression models with regression functions specified by ordinary differential equations (ODEs) involving some unknown parameters are used to model dynamical systems appearing in ...

Frans E. S. Tan, Mario J. N. Ouwens, Martijn P. F. Berger, Detection of Influential Observations in Longitudinal Mixed Effects Regression Models, Journal of the Royal Statistical Society.

Mixed Effect Models and Hierarchical Models Mixed Effect Models and Hierarchical Models Course Topics This course will discuss what mixed models are, why they are called "mixed" models, what is a ...

Course TopicsThis course will discuss the concept of random effects, why they are called random effects and how they are incorporated in the framework of mixed models. The primary focus of the course ...

Using best practice guidelines, they developed a mixed-effects deep learning model to classify images as healthy or COVID-19 accurately.