How to study
Read the concept and worked example, reproduce the calculation without looking, then solve the three written exercises. Use the three-question self-check for feedback and optionally run the R script. An introductory learner can remain on the conceptual route instead.
The eight mathematical units
Conditional probability and Bayes
Bernoulli and binomial models
Normal distributions and z-scores
Sampling distributions and the CLT
t-distribution and confidence intervals
Hypothesis tests, errors and power
Covariance, correlation and regression
Level and scope
These are independently authored supplements, not an equivalence claim for UCL STAT0002, STAT0003, STAT0004 or the psychology module PALS0046. Mathematical Statistics degree study can require calculus, formal proofs, joint distributions and estimation theory beyond these units.