Probability and Statistical Distributions — Probability; Random variables and distributions; The binomial distribution; Cumulative probabilities; Sampling
The Normal Distribution and Hypothesis Testing — The normal distribution; Standardising; Normal approximation to the binomial; Hypothesis testing
Binomial Distribution — The Binomial Distribution; Conditions for a Binomial Distribution; The Probability Formula; Cumulative Probabilities; Mean, Variance and Standard Deviation; Modelling with the Binomial Distribution
Normal Distribution — The Normal Distribution; Properties of the Normal Distribution; The Standard Normal Distribution; Finding Probabilities; Inverse Normal (Finding Values); Finding μ and σ
Hypothesis Testing — Hypothesis Testing; The Framework; Binomial Hypothesis Test; Critical Regions and Critical Values; Normal Hypothesis Test (Test for a Mean); Two-Tailed Tests
Conditional Probability and Venn Diagrams — Conditional Probability and Venn Diagrams; Conditional Probability Formula; Venn Diagrams; The Addition Rule; Independent Events; Tree Diagrams
Data Presentation and Interpretation — Data Presentation and Interpretation; Measures of Central Tendency (Location); Measures of Spread (Dispersion); Quartiles and Percentiles; Box Plots (Box and Whisker Diagrams); Outliers