6.2Probability and Statistics

• Discrete random variables: distributions, expectation and variance

  45 min

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• The binomial distribution

  50 min

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• Mean, median and mode

  45 min

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• Point estimates: unbiased estimators of the mean and variance

  40 min

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• Populations, samples and sampling methods

  40 min

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• Probability language: sample spaces, events and Venn diagrams

  40 min

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• Statistical terms, sources and types of data

  30 min

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• The normal distribution and standard normal tables

  40 min

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• Approaches to probability: classical, experimental and subjective

  35 min

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• Continuous random variables and probability density functions

  45 min

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• Collecting, organising and presenting data

  50 min

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• Finding the mean or standard deviation of a normal distribution

  40 min

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• Confidence intervals for a population mean

  45 min

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• Measures of dispersion: range, quartiles and standard deviation

  50 min

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• The distribution of the sample mean and the central limit theorem

  45 min

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• Addition and product rules, outcome tables and tree diagrams

  45 min

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• Conditional probability

  45 min

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