Section 13.1 Basics of Nonparametric Tests
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Lecture Video 13.1.1: Parametric and Nonparametric Tests
This mini-lecture provides a very general overview for the course, introduces you to the instructor, and explains what qualifies him to teach this course.
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Lecture Video 13.1.2: Efficiency and Rank
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Section 13.2 Sign Test
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Lecture Video 13.2.1: Basics and Hypothesis Testing
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Lecture Video 13.2.2: Claims about Matched Pairs
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Lecture Video 13.2.3: Claims Involving Nominal Data with Two Categories
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Section 13.3 Wilcoxon Rank-Sum Test for Matched Pairs
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Lecture Video 13.3.1: Basics and Procedure
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Lecture Video 13.3.2: Claims about the Median of a Single Population
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Section 13.4 Wilcoxon Rank-Sum Test for Two Independent Samples
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Lecture Video 13.4.1: Basics
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Lecture Video 13.4.2: Procedure
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Lecture Video 13.4.3: Examples
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Section 13.5 Kruskal-Wallis Test for Three or More Samples
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Lecture Video 13.5.1: Basics
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Lecture Video 13.5.2: Procedure
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Lecture Video 13.5.3: Examples
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Section 13.6 Rank Correlation
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Lecture Video 13.6.1: Basics
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Lecture Video 13.6.2: Procedure
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Lecture Video 13.6.3: Examples
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Section 13.7 Runs Test for Randomness
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Lecture Video 13.7.1: Basics
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Lecture Video 13.7.2: Procedure
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Lecture Video 13.7.3: Examples
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Stats
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