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  1. 1
    Crash course statistics. / Shape of data distributions

    Crash course statistics. / Shape of data distributions

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  2. 2
    Crash course statistics. / Mathematical thinking

    Crash course statistics. / Mathematical thinking

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  3. 3
    Crash course statistics. / Replication crisis

    Crash course statistics. / Replication crisis

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  4. 4
    Crash course statistics. / Big data problems

    Crash course statistics. / Big data problems

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  5. 5
    Crash course statistics. / Neural networks

    Crash course statistics. / Neural networks

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  6. 6
    Crash course statistics. / Fitting models is like Tetris

    Crash course statistics. / Fitting models is like Tetris

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  7. 7
    Crash course statistics. / Unsupervised machine learning

    Crash course statistics. / Unsupervised machine learning

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  8. 8
    Crash course statistics. / Plots, outliers, and Justin Timberlake data visualization Part 2

    Crash course statistics. / Plots, outliers, and Justin Timberlake data visualization Part 2

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  9. 9
    Crash course statistics. / ANOVA

    Crash course statistics. / ANOVA

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  10. 10
    Crash course statistics. / You know I'm all about that Bayes

    Crash course statistics. / You know I'm all about that Bayes

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  11. 11
    Crash course statistics. rules and patterns. / Probability part 1 rules and patterns

    Crash course statistics. rules and patterns. / Probability part 1 rules and patterns

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  12. 12
    Statistics in the Courts

    Statistics in the Courts

    “…Crash Course Statistics…”
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  13. 13
    The Binomial Distribution

    The Binomial Distribution

    “…Crash Course Statistics…”
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  14. 14
    Crash course statistics. / T-tests a matched pair made in heaven

    Crash course statistics. / T-tests a matched pair made in heaven

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  15. 15
    Crash course statistics. / Z-scores and percentiles

    Crash course statistics. / Z-scores and percentiles

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  16. 16
    Crash course statistics. / Controlled experiments

    Crash course statistics. / Controlled experiments

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  17. 17
    Crash course statistics. / When predictions succeed

    Crash course statistics. / When predictions succeed

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  18. 18
    Crash course statistics. / What is statistics

    Crash course statistics. / What is statistics

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  19. 19
    Crash course statistics. / Measures of spread

    Crash course statistics. / Measures of spread

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  20. 20
    Crash course statistics. / Degrees of freedom and effect sizes

    Crash course statistics. / Degrees of freedom and effect sizes

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  21. 21
    Crash course statistics. / P-hacking

    Crash course statistics. / P-hacking

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  22. 22
    Crash course statistics. / How P-values help us test hypotheses

    Crash course statistics. / How P-values help us test hypotheses

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  23. 23
    Crash course statistics. / Normal distribution

    Crash course statistics. / Normal distribution

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  24. 24
    Crash course statistics. / Chi-square tests

    Crash course statistics. / Chi-square tests

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  25. 25
    Crash course statistics. updating your beliefs with Bayes. / Probability Part 2 :

    Crash course statistics. updating your beliefs with Bayes. / Probability Part 2 :

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  26. 26
    P-Value Problems

    P-Value Problems

    “…Crash Course Statistics…”
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  27. 27
    Science Journalism

    Science Journalism

    “…Crash Course Statistics…”
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  28. 28
    Regression

    Regression

    “…Crash Course Statistics…”
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  29. 29
    Sampling Methods and Bias with Surveys

    Sampling Methods and Bias with Surveys

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  30. 30
    Crash course statistics. / Confidence intervals

    Crash course statistics. / Confidence intervals

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  31. 31
    Crash course statistics. / Geometric distributions and the birthday paradox

    Crash course statistics. / Geometric distributions and the birthday paradox

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  32. 32
    Crash course statistics. / When predictions fail

    Crash course statistics. / When predictions fail

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  33. 33
    Crash course statistics. / Correlation doesn't equal causation

    Crash course statistics. / Correlation doesn't equal causation

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  34. 34
    Crash course statistics. / Mean, median, and mode measures of central tendency

    Crash course statistics. / Mean, median, and mode measures of central tendency

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  35. 35
    Crash course statistics. / War

    Crash course statistics. / War

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  36. 36
    Crash course statistics. / Bayes in science and everyday life

    Crash course statistics. / Bayes in science and everyday life

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  37. 37
    Crash course statistics. data visualization. / Charts are like pasta :

    Crash course statistics. data visualization. / Charts are like pasta :

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  38. 38
    Crash course statistics. dealing with intersectional groups. / ANOVA Part 2 :

    Crash course statistics. dealing with intersectional groups. / ANOVA Part 2 :

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  39. 39
    Crash course statistics. / Playing with power p-values Part 3

    Crash course statistics. / Playing with power p-values Part 3

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  40. 40
    Crash course statistics. / Henrietta Lacks, the Tuskegee experiment, and ethical data collection

    Crash course statistics. / Henrietta Lacks, the Tuskegee experiment, and ethical data collection

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