Statistical modelling of probability distributions lies at the heart of data analysis, providing the means to quantify uncertainty and predict outcomes across disciplines. Classic parametric ...

The world is full of uncertainty: accidents, storms, unruly financial markets, noisy communications. The world is also full of data. Probabilistic modeling and the related field of statistical ...

Statistical modelling of mixed effects in longitudinal data combines fixed parameters, representing systematic influences, with random components that account for individual‐ or cluster‐level ...

This online data science specialization is designed to provide you with a solid foundation in probability theory in preparation for the broader study of statistics. The specialization also introduces ...

Develop interdisciplinary skills in data science and gain knowledge of statistical analysis, data mining, and machine learning from one of the nation’s top-ranked Tier 1 research institutions. Earn ...