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Stats lectures that help you learn (and smile a bit as well)

The outline below lists all the lectures for Section 15 of the Aspire Mountain Academy course in elementary statistics.  Once the lecture video becomes available, the title will become a link to the video and a brief description will appear below the title.

Section 13 - Nonparametric Tests

Section 13.1 Basics of Nonparametric Tests

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.

Lecture Video 13.1.2: Efficiency and Rank

Section 13.2 Sign Test

Lecture Video 13.2.1: Basics and Hypothesis Testing

Lecture Video 13.2.2: Claims about Matched Pairs

Lecture Video 13.2.3: Claims Involving Nominal Data with Two Categories

Section 13.3 Wilcoxon Rank-Sum Test for Matched Pairs

Lecture Video 13.3.1: Basics and Procedure

Lecture Video 13.3.2: Claims about the Median of a Single Population

Section 13.4 Wilcoxon Rank-Sum Test for Two Independent Samples

Lecture Video 13.4.1: Basics

Lecture Video 13.4.2: Procedure

Lecture Video 13.4.3: Examples

Section 13.5 Kruskal-Wallis Test for Three or More Samples

Lecture Video 13.5.1: Basics

Lecture Video 13.5.2: Procedure

Lecture Video 13.5.3: Examples

Section 13.6 Rank Correlation

Lecture Video 13.6.1: Basics

Lecture Video 13.6.2: Procedure

Lecture Video 13.6.3: Examples

Section 13.7 Runs Test for Randomness

Lecture Video 13.7.1: Basics

Lecture Video 13.7.2: Procedure

Lecture Video 13.7.3: Examples

More video titles are on the way.  Your patience is appreciated.

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