The Logic of Hypothesis Testing. video. 14 minutes.
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Statistics: Inferential Analysis
Inferential statistics: hypothesis testing (t-tests, ANOVA, chi-square), confidence intervals, Type I/II errors, power analysis, nonparametric tests, regression diagnostics, and interpreting p-values correctly.
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10 LessonsMathematics
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Type I and Type II Errors, Power Analysis. video. 13 minutes.
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t-Tests: One-Sample, Independent, and Paired. video. 14 minutes.
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ANOVA: Comparing Three or More Groups. video. 13 minutes.
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Chi-Square Tests and Nonparametric Methods. video. 13 minutes.
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Confidence Intervals and Regression Diagnostics. video. 14 minutes.
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Mid-Module Check: Hypothesis Testing and Errors. quiz. 10 minutes.
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Correlation and Simple Linear Regression Review. video. 12 minutes.
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P-Value Controversies and Best Practices. video. 11 minutes.
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Final Assessment: Inferential Statistics. quiz. 15 minutes.
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