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