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# Statistics and Probability (Metric)

## Class Details

Tom Baker

Learn, or revise, basic stats, probability, hypothesis testing, estimation, regression and correlation.

## Units

### Probability

The idea of probability; tree diagrams; mutual exclusion and independence.

### Descriptive Statistics

Histograms; averages and measures of dispersion for ungrouped and grouped data.

Lesson

Measures of central tendency for ungrouped data.

Lesson

Measures of central tendency for grouped data.

Lesson
Lesson

Measures of dispersion for ungrouped and grouped data.

Lesson

### Probability Distributions

Discrete distributions (including Binomial, Poisson); continuous distributions (including Normal).

### Hypothesis Testing

Null and alternative hypotheses; selecting a test; performing and interpreting a test.

### Estimation

Estimators, standard error and confidence intervals.

### Regression and Correlation

Fitting a curve to data, and measuring the correlation of two quantities.

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