Probability & Statistics
Introduction to Statistics Linear regression & correlation Stirling’s approximation & the Poisson Distribution
Probability & Tree diagrams Mean, median, mode Histograms Cumulative frequency graphs Venn diagrams Conditional probability & Bayes theorem Combinatorics: nCr and nPr
Correlation and Regression Geometric, Binomial & Poisson distributions Normal distribution & confidence intervals Expectation, Variance, Skew, Kurtosis Moment Generating Functions (MGF) Probability Generating Functions (PGF) Estimators, Confidence intervals & Student t-test Chi-squared test Non-parametric tests Binomial hypothesis testing Random numbers from distributions Information theory Find the best
Great Run 2013 analysis
MATLAB code & data
Cricket player stats Great run stats Stats quiz 1
random.org
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First created July 2012
Last updated May 2025