Here, you will find lessons for topics in an Introductory Statistics Course.
Each lesson contains video tutorials.
Unit One
Statistical Thinking and Types of Data
How Statistics Can Be Abused
Setting up Experiments and Sampling Methods
Unit Two
Summarizing and Graphing Data
Histograms
Types of Statistical Graphs
Critical Thinking and Bad Graphs
Unit Three
Measures of Center
Measures of Variation
Measures of Relative Standing (Z-scores) and Boxplots
Unit Four
Probability Rules and Odds
Addition Rule of Probability
Multiplication Rule of Probability
Complements and Conditional Rule of Probability
Unit Five
Probability Distributions
Binomial Probability Distributions
Mean, Variance, and Standard Deviation for a Probability Distribution
Unit Six
The Standard Normal Distribution
Applications of Normal Distributions
The Central Limit Theorem
Unit Seven
Estimating a Population Proportion and Confidence Intervals
Estimating a Population Mean when the Standard Deviation of the Population is Unknown (Student-t distribution)
Unit Eight
The Six Components of a Hypothesis Test
Testing a Claim about a Proportion
Testing a Claim about a Mean: Standard Deviation Unknown
Unit Nine
Inferences About Two Means: Independent Samples
Inferences About Two Means: Dependent Samples (Matched Pairs)
Unit Ten
The Correlation Coefficient: r
Regression and Making Predictions