Statistics Fundamentals

Statistics Fundamentals

StatQuest with Josh Starmer via YouTube Direct link

StatQuest: Histograms, Clearly Explained

1 of 43

1 of 43

StatQuest: Histograms, Clearly Explained

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Statistics Fundamentals

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  1. 1 StatQuest: Histograms, Clearly Explained
  2. 2 StatQuest: What is a statistical distribution?
  3. 3 StatQuest: The Normal Distribution, Clearly Explained!!!
  4. 4 Statistics Fundamentals: Population Parameters
  5. 5 Statistics Fundamentals: The Mean, Variance and Standard Deviation
  6. 6 StatQuest: What is a statistical model?
  7. 7 StatQuest: Sampling A Distribution
  8. 8 Hypothesis Testing and The Null Hypothesis
  9. 9 Alternative Hypotheses: Main Ideas!!!
  10. 10 p-values: What they are and how to interpret them
  11. 11 How to calculate p-values
  12. 12 p-hacking: What it is and how to avoid it!
  13. 13 Statistical Power, Clearly Explained!!!
  14. 14 Power Analysis, Clearly Explained!!!
  15. 15 Covariance and Correlation Part 1 (of 2): Covariance
  16. 16 Covariance and Correlation Part 2 (of 2): Pearson's Correlation
  17. 17 StatQuest: R-squared explained
  18. 18 The Central Limit Theorem
  19. 19 StatQuickie: Standard Deviation vs Standard Error
  20. 20 StatQuest: The standard error
  21. 21 Bam!!! Clearly Explained!!!
  22. 22 StatQuest: Technical and Biological Replicates
  23. 23 StatQuest - Sample Size and Effective Sample Size, Clearly Explained
  24. 24 Bar Charts Are Better than Pie Charts
  25. 25 StatQuest: Boxplots, Clearly Explained
  26. 26 StatQuest: Logs (logarithms), clearly explained
  27. 27 StatQuest: Confidence Intervals
  28. 28 StatQuickie: Thresholds for Significance
  29. 29 StatQuickie: Which t test to use
  30. 30 StatQuest: One or Two Tailed P-Values
  31. 31 The Binomial Distribution and Test, Clearly Explained!!!
  32. 32 StatQuest: Quantiles and Percentiles, Clearly Explained!!!
  33. 33 StatQuest: Quantile-Quantile Plots (QQ plots), Clearly Explained
  34. 34 StatQuest: Quantile Normalization
  35. 35 StatQuest: Probability vs Likelihood
  36. 36 StatQuest: Maximum Likelihood, clearly explained!!!
  37. 37 Maximum Likelihood for the Exponential Distribution, Clearly Explained! V2.0
  38. 38 Why Dividing By N Underestimates the Variance
  39. 39 Maximum Likelihood for the Binomial Distribution, Clearly Explained!!!
  40. 40 Maximum Likelihood For the Normal Distribution, step-by-step!
  41. 41 StatQuest: Odds and Log(Odds), Clearly Explained!!!
  42. 42 StatQuest: Odds Ratios and Log(Odds Ratios), Clearly Explained!!!
  43. 43 Live 2020-04-20!!! Expected Values

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