Statistics Fundamentals

Statistics Fundamentals

StatQuest with Josh Starmer via YouTube Direct link

Bar Charts Are Better than Pie Charts

24 of 43

24 of 43

Bar Charts Are Better than Pie Charts

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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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