W J Krzanowski, An Introduction to Statistical Modelling, Arnold, 1998. P McCullagh, J A Nelder, Generalized Linear Models, Chapman and Hall, 1983. A C Dobson, Introduction to statistical modelling, ...

Generalized Linear Models and Categorical Data Analysis in R Course Topics Ordinary linear regression (OLR) assumes that response variables are continuous. Generalized Linear Models (GLMs) provide an ...

The students participating in the annual International Math Olympiad (IMO) represent some of the most talented young ...

International Math Olympiad is a particularly difficult math test. OpenAI and Google DeepMind declare that the performance of ...

We consider high-dimensional generalized linear models with Lipschitz loss functions, and prove a nonasymptotic oracle inequality for the empirical risk minimizer with Lasso penalty. The penalty is ...

Students must have completed: Probability, Distribution Theory and Inference (ST202) AND Mathematical Methods (MA100) or equivalent. It is assumed students have taken at least a first course in linear ...