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Statistics and Probability (Metric)
Learn, or revise, basic stats, probability, hypothesis testing, estimation, regression and correlation.
The idea of probability; tree diagrams; mutual exclusion and independence.
Histograms; averages and measures of dispersion for ungrouped and grouped data.
Discrete distributions (including Binomial, Poisson); continuous distributions (including Normal).
Null and alternative hypotheses; selecting a test; performing and interpreting a test.
Estimators, standard error and confidence intervals.
Regression and Correlation
Fitting a curve to data, and measuring the correlation of two quantities.