Topic 4: Statistics & Probability
Explore data analysis, probability, and statistical reasoning.
Descriptive Statistics
Mean, median, mode, IQR, histograms, box plots, cumulative frequency, grouped data...
Bivariate Statistics
Scatter plots, correlation, regression, interpolation & extrapolation...
Probability
Basic probability, tree diagrams, Venn diagrams, sample space, conditional probability...
Distributions
Probability, binomial & normal distributions, random variables, and applications...
Hypothesis Testing
Ho/H1, significance levels, p-values, chi-squared tests, t-tests, 1 & 2 tailed tests...