Statistics — Umuzi

Unit 1: Introduction to Statistics

Analysing Categorical Data (4 Hours)

Displaying and comparing quantitative data (4 Hours)

Summarizing quantitative data (10 Hours)

Modeling data distributions (8 Hours)

Exploring bivariate numerical data (10 Hours)

Study design (4 Hours)

Unit 2: Intermediate Statistics

Probability

Counting, permutations, combinations

Random variables

Sampling distribution

Confidence Intervals

Significance tests

Unit 2: Advanced Statistics

Two-sample inference for the difference between groups

Inference for categorical data (chi-square tests)

Advanced regression

Analysis of variance (ANOVA)