The outline below lists all the lectures for Section 6 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 6 - Normal Probability Distributions

Section 6.1 The Standard Normal Distribution

Lecture Video 6.1.1: Density Curves

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 6.1.2: The Uniform Distribution

Lecture Video 6.1.3: Standard Normal Distribution Properties

Lecture Video 6.1.4: Z-score Tables

Lecture Video 6.1.5: Finding Percentiles

Lecture Video 6.1.6: Critical Values

Section 6.2 Applications of Normal Distributions

Lecture Video 6.2.1: Standardizing Normal Distributions

Lecture Video 6.2.2: Probabilities and Percentiles

Lecture Video 6.2.3: Z-scores and Areas

Lecture Video 6.2.4: The Conversion Process

Section 6.3 Sampling Distributions and Estimators

Lecture Video 6.3.1: Sampling Distributions

Lecture Video 6.3.2: Bias in Estimators

Lecture Video 6.3.2: Sampling Distribution Tables

Section 6.4 The Central Limit Theorem

Lecture Video 6.4.1: Assumptions and Conventions

Lecture Video 6.4.2: Corrections for Sample Size

Section 6.5 Assessing Normality

Lecture Video 6.5.1: Normal Quantile Plots

Lecture Video 6.5.2: Data Transformations

Section 6.6 Normal as Approximation to the Binomial

Lecture Video 6.6.1: Normal Approximation Requirements and Procedures

Lecture Video 6.6.2: Continuity Correction

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