These are the notes I use in class. The first file for each section is the handout given in class, and the "Scanned from class" file is scanned after class with my markings. These are posted as a resource. Click on the image of the document to expand it into a new browser tab.
Please note that "Scanned from class" handouts may not always be a perfect match to the main handouts. I update the main handouts as I think of improvements, and update completed handouts after I have had a chance to teach in the classroom from the improved version. However, I will attempt to make sure that videos match the main handouts.
Each main (not scanned from class) handout has video links corresponding to the examples in the handout. Keep the file open in a browser tab or PDF reader to click on the links as you go through the topics. Take notes on your printed handout. None of this needs to be turned in, for my classroom or distance learning courses. They are just provided as a helpful resource.
Section 1.1: The Structure of Data
Section 1.2: Sampling from a Population
Section 1.3: Experiments and Observational Studies
Section 1.1
Completed
Section 1.2
Completed
Section 1.3
Completed
Section 2.1: Categorical Variables
Section 2.2: One Quantitative Variable: Shape and Center
Section 2.3: One Quantitative Variable: Spread
Section 2.4: Boxplots
Section 2.5: Scatterplots and Correlation
Section 2.6: Linear Regression
Section 2.1
Completed
Section 2.2
Completed
Section 2.3
Completed
Section 2.4
Completed
Section 2.5
Completed
Section 2.6
Completed
Section P.1: Sampling and Probability
Section 3.1: Sampling Distributions
Section 3.2: Confidence Intervals
Section 3.4: Percentiles
Section 3.3: Bootstrap Confidence Intervals
Section P.1
Completed
Section 3.1
Completed
Section 3.2
Completed
Section 3.4
Completed
Section 3.3
Completed
Sections 4.1 & 4.2: Hypothesis Tests and P-values
Section 4.3: Statistical Significance
Section 4.4(a): A closer Look at Testing
Section 4.5: Making Connections
Sections 4.1 & 4.2
Completed
Section 4.3
Completed
Section 4.4(a)
Completed
Section 4.5
Completed
Section 5.1: Hypothesis Testing Using Normal Distributions
Section 6.1: Inference for a Proportion
Section 6.2: Inference for a Mean
Section 6.3: Inference for Two Proportions
Section 6.4: Inference for Two Means
Section 6.5: Inference for Matched Pairs
Section 5.1
Completed
Section 6.1
Completed
Section 6.2
Completed
Section 6.3
Completed
Section 6.4
Completed
Section 6.5
Completed
Section 7.2: Testing for an Association between Two Categorical Variables
Section 8.1: Analysis of Variance
Section 10.1: Multiple Predictors
Section 10.2: Conditions for Regression
Section 7.2
Completed
Section 8.1
Completed
Section 10.1
Completed
Section 10.2
Completed
Google Drive folder with handouts (for instructors)