This course is available as an outside option to students on other programmes where regulations permit and to General Course students. The course covers the probability, distribution theory and ...

Equivalent combinations may be accepted at the lecturer’s discretion. The course covers the probability and distribution theory needed for advanced courses in statistics and econometrics.: Topics ...

In summary, the expectation maximization algorithm alternates between the steps of guessing a probability distribution over completions of missing data given the current model (known as the E-step ...

confidence intervals and possibly Bayesian posterior distributions, all of which are dependent on probability. If you're enjoying this article, consider supporting our award-winning journalism by ...

The Poisson distribution is widely used in artificial intelligence (AI) and machine learning. In Bayesian inference, ...

It can be described as a distribution that obeys a universal rule derived from one of the most important theorems in ...