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.