It will cover an introduction to quantitative research design and causal inference, exploratory data analysis and data visualisation, generalised linear models, and generalised latent variable models ...

Scandinavian Journal of Statistics, Vol. 32, No. 2 (Jun., 2005), pp. 223-240 (18 pages) We review and extend some statistical tools that have proved useful for analysing functional data. Functional ...

Methodology is reviewed for the statistical analysis of censored survival data which arise from a model in which the factors under investigation act multiplicatively on the hazard function of an ...

This course covers the ideas underlying statistical modelling, its implementation through computational methods, and links to practical applications. Topics include probability and random variables, ...

Predictive analytics is the use of statistics and modeling techniques to determine future performance based on current and historical data.

Statistical Data Science An introduction to computer programming and statistics for transforming, visualising and modelling data to discover information and support decision making. A practical ...

The team will leverage their strong expertise in statistical modelling and genetic analysis to construct novel interpretable and robust classifiers under the IAI framework for screening and detecting ...