A probability distribution is a statistical model that shows the possible outcomes of a particular event or course of action as well as the statistical likelihood of each event.

The course covers the probability, distribution theory and statistical inference needed for advanced courses in statistics and econometrics. Michaelmas term: Probability.

During the making of an AI model, Performance metrics like accuracy, precision, recall, F1-score, ROC curves are used to ...

The problem of selecting models solely on the basis of statistics is addressed. Use of probabilistic arguments applied in Reliability theory to infer the type of probability distribution, is explored.

Cacoullos and Papageorgiou (1982, in Statistics and Probability: Essays in Honor of C. R. Rao, G. Kallianpur et al. (eds), 155-168; Amsterdam: North-Holland) introduced and studied a three-parameter ...