Statistical Methods

Statistical Methods

Jonathan Walters via YouTube Direct link

Two Sample Hypothesis Tests Continued | Paired Data and Population Proportions

20 of 24

20 of 24

Two Sample Hypothesis Tests Continued | Paired Data and Population Proportions

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Classroom Contents

Statistical Methods

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  1. 1 Statistical Methods Intro Lecture (Day 1)
  2. 2 Statistical Methods: Intro to Probability and Counting
  3. 3 Conditional Probability, Bayes' Theorem, and Independence
  4. 4 Independent Events Continued and Bayes' Theorem Example
  5. 5 Random Variables, Probability Distributions, Cumulative Distribution Functions
  6. 6 Discrete CDFs, Expected Values, and Binomial Distribution Intro
  7. 7 Discrete Distributions:: Binomial, Negative Binomial, Hypergeometric, and Poisson
  8. 8 Statistical Methods: Review Problems For Discrete Distributions
  9. 9 Continuous Random Variables, PDFs, Uniform Dist, CDFs
  10. 10 Continuous Random Variables, Expected Values, and the Normal Distribution
  11. 11 Continuous Distributions: Exponential, Gamma, Weibull, Lognormal, and Beta. Also Joint Probability
  12. 12 Joint Distributions, Continuous Random Variables, Expected Values and Covariance
  13. 13 Covariance and Correlation and the Central Limit Theorem
  14. 14 Confidence Intervals for the Mean and Population Proportion.
  15. 15 Full Lecture: Confidence Intervals for Standard Deviation and General Hypothesis Testing
  16. 16 Hypothesis Testing Lecture Continued
  17. 17 Statistical Methods Exam 2 Review Problems
  18. 18 Statistical Methods Exam 2 Review Problems Continued
  19. 19 Hypothesis Testing Continued (Single and Two Sample Tests)
  20. 20 Two Sample Hypothesis Tests Continued | Paired Data and Population Proportions
  21. 21 Single Factor Anova Lecture
  22. 22 Linear Regression Intro Lecture: Calculus Based Lecture
  23. 23 Hypothesis Testing Linear Regression Parameters
  24. 24 Statistical Methods Exam 3 Review Problems

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