Probability, statistics, and decision theory. Discrete and continuous random variables, stationary, seasonality, autocorrelation/power-spectrum computation for ...

The concepts of sufficiency and ancillarity are extended to marginal and conditional sufficiency in the presence of nuisance parameters. It is required that under the assumption of the absence of ...

Data augmentation, sometimes known as the method of auxiliary variables, is a powerful tool for constructing optimisation and simulation algorithms. In the context of optimisation, Meng & van Dyk ...

This course is available on the BSc in Data Science, BSc in Mathematics with Data Science and BSc in Mathematics, Statistics and Business. This course is available as an outside option to students on ...