Statistics 2
Statistics 2 consists of the two modules STAS202 and STAS203 which must be passed separately.
STAS211: Probability, Distribution Theory and Estimation (20 Credits)
This module consists of 84 single lectures, 28 practicals and 28 tutorials during the first semester.
Pre-requisites
A previous pass in STAV101 - 102 and either MATA101 – 102 or MATH101 - 104.
Content
1. Probability concepts: Experiment, sample space and events.
2. Computing probabilities: Permutations and combinations. Conditional probability. Bayes' Theorem. Functions associated with random variables.
3. Special Discrete Distributions: Uniform, Bernoulli, Binomial, Hypergeometric, Poisson and Negative Binomial.
4. Special Continuous Distributions: Uniform, Exponential, Gamma, Chi-squared, Beta and Normal. Statistical Inference: Estimation and Hypothesis testing.