This module builds on the statistical theory of the Level 5 modules Probability and Statistics II and Statistical Modelling I. It begins with estimation of population parameters and a study of exploratory data analysis, in particular measures of correlation. It then introduces concepts from Bayesian Statistics and uses them to calculate Bayesian estimators. Finally, we study topics on generalised linear models (GLMs), including that of fitting a GLM to a dataset and interpreting its output.

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