Links to useful statistics books are available through this link

Click the title below to access the Podcast or article.

Probability Distributions and Summary Statistics

Means and Standard Deviations	Means vs. Medians
The Normal Distribution	The Poisson Distribution
Misconceptions About the Normal Distribution

Statistical Inference

What is a P-Value?	A P-Value Example	What Are Confidence Intervals?
What is Statistical Power?	Why We Don't "Accept" the Null Hypothesis	Sample Size Determination for One Proportion Tests

Comparison of Means

Student's t-Test	Paired t-Tests	Equivalence Tests
Some Comments on the Robustness of t-Tests	Analysis of Variance (ANOVA)	How to Understand ANOVA Tables

Statistical Intervals

Statistical Tolerance Intervals

Nonparametric Tolerance Intervals

What Are Confidence Intervals?

Associations

The Correlation Coefficient

Some Misconceptions About R-Squared

When to Use Fisher's Exact Test

Miscellaneous

Statistical vs. Practical Significance	Outliers in Boxplots	The Monty Hall Problem
Why Divide By n-1?	Degrees of Freedom	History of Statistics
Using Indicator Variables in Regression Analysis	The 2-sample t-Test and Randomization Test	Determination of Comparability Criteria (with limited sample sizes)

---

© KeithBower.com LLC. All rights reserved. Disclaimer