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Unit 4 of 9

Probability, Random Variables, and Probability Distributions

This unit covers the foundations of probability, random variables, and their distributions. Students learn probability rules, conditional probability, independence, and special distributions including binomial and geometric.

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UnitsLessons
  1. 01Exploring One-Variable Data10
  2. 02Exploring Two-Variable Data9
  3. 03Collecting Data7
  4. 04Probability, Random Variables, and Probability Distributions12
  5. 05Sampling Distributions8
  6. 06Inference for Categorical Data: Proportions11
  7. 07Inference for Quantitative Data: Means9
2 more units in the course outline
Units of AP® StatisticsFull outline

Lessons

12 lessons in this unit

  1. 4.1Introducing Statistics: Random and Non-Random Patterns?Preview lesson
  2. 4.2Estimating Probabilities Using SimulationPreview lesson
  3. 4.3Introduction to ProbabilityPreview lesson
  4. 4.4Mutually Exclusive EventsPreview lesson
  5. 4.5Conditional ProbabilityPreview lesson
  6. 4.6Independent Events and Unions of EventsPreview lesson
  7. 4.7Introduction to Random Variables and Probability DistributionsPreview lesson
  8. 4.8Mean and Standard Deviation of Random VariablesPreview lesson
  9. 4.9Combining Random VariablesPreview lesson
  10. 4.10Introduction to the Binomial DistributionPreview lesson
  11. 4.11Parameters for a Binomial DistributionPreview lesson
  12. 4.12The Geometric DistributionPreview lesson

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