Click on the text like “Week 1: Sep 02 – Sep 06” to expand or collapse the items we covered in that week.

I will fill in more detail and provide links to lecture notes and labs as we go along. Items for future dates are tentative and subject to change.

#### Wed, Sep 04

• In class, we will work on:
• Overview of course and syllabus (syllabus linked to from main course website landing page)
• Introductory activity/lab: pdf

#### Fri, Sep 06

• In class, we will work on:
• Finish R lab on permutation tests
• Review quizzes on material from Chapter 1 (possible quizzes and their solutions are posted on the Quizzes/Exams page on the course website)
• Read Sections 2.1, 2.2, and 2.5 of The Statistical Sleuth 3rd Edition
• Do optional Homework 0; I won’t be checking for completion but you should do this if you’re less comfortable with R.
• Start on Homework 1; due Fri, Sep 13

#### Mon, Sep 09

• In class, we will work on:
• Quiz on material from Chapter 1
• Review of t-based tests and confidence intervals:
• Concepts overview: pdf
• Examples (corrected version): pdf
• Work on Homework 1; due Fri, Sep 13
• Read Sections 2.3, 5.2, and 6.2 of The Statistical Sleuth 3rd Edition

#### Wed, Sep 11

• In class, we will work on:
• Quiz on material from Chapter 1
• Work on Homework 1; due Fri, Sep 13
• Read Sections 2.3, 5.2, and 6.2 of The Statistical Sleuth 3rd Edition

#### Fri, Sep 13

• In class, we will work on:
• Overview of degrees of freedom: pdf
• All you really need to know is that the degrees of freedom is the sample size minus the number of parameters for means.
• ANOVA: pdf
• We only talked about the set up and plots
• Work on Homework 2; due Fri, Sep 20
• Read Sections 2.3, 5.2, and 6.2 of The Statistical Sleuth 3rd Edition
• Review quizzes on material from Chapter 2 (possible quizzes and their solutions are posted on the Quizzes/Exams page on the course website)

#### Mon, Sep 16

• In class, we will work on:
• Quiz on material from Chapter 2
• Continue ANOVA:
• Based on the handout from Fri, Sep 13:
• Discuss formulating hypothesis tests in terms of the means $$\mu_1, \mu_2, \ldots, \mu_I$$ for each group.
• Discuss using fit.contrasts to conduct the test or find a confidence interval
• Discuss another way of setting up the ANOVA model in terms of $$\beta$$’s: pdf
• Work on Homework 2; due Fri, Sep 20
• Read Sections 2.3, 5.2, and 6.2 of The Statistical Sleuth 3rd Edition

#### Wed, Sep 18

• In class, we will work on:
• Work on Homework 2; due Fri, Sep 20
• Read Sections 2.3, 5.2, and 6.2 of The Statistical Sleuth 3rd Edition

#### Fri, Sep 20

• In class, we will work on:
• Review all quizzes!
• Work on Homework 3; due Fri, Sep 27. Will be assigned by Saturday.
• Read Sections 5.3 and 5.4 of The Statistical Sleuth 3rd Edition

#### Mon, Sep 23

• In class, we will work on:
• Quiz on Sections 5.2 and 6.2
• More on F tests for ANOVA models.
• slides illustrating how p-value calculations for F tests work: pdf
• p-values for nested models: pdf
• Finish Lab 3
• Read Sections 6.3, 6.4.3, and the paragraph headed “Bonferroni” in 6.4.4.

#### Mon, Sep 30

• In class, we will work on:
• Conditions for t and F based inference with the ANOVA model. pdf

#### Fri, Oct 04

• In class, we will work on:
• Time to work on Lab 6
• Review quizzes on conditions for ANOVA

#### Mon, Oct 07

• In class, we will work on:
• Simple Linear Regression:
• Concepts: pdf
• R code and examples: pdf

#### Wed, Oct 09

• In class, we will work on:
• Midterm!

#### Fri, Oct 11

• In class, we will work on:
• Have a great break!

#### Mon, Oct 14

• No Class: Midsemester Break. Safe travels!

#### Wed, Oct 16

• In class, we will work on:
• No Quiz
• Residuals and Prediction Intervals for Simple Linear Regression: pdf

#### Fri, Oct 18

• In class, we will work on:
• Conditions and Transformations for Simple Linear Regression: pdf

#### Mon, Oct 21

• In class, we will work on:
• Quiz
• Miscellaneous topics from simple linear regression: pdf
• Start Lab 9

#### Wed, Oct 23

• In class, we will work on:
• Quiz
• Work on Lab 9

#### Fri, Oct 25

• In class, we will work on:

#### Mon, Oct 28

• In class, we will work on:
• Quiz
• Regression with both a quantitative and a categorical explanatory variable: pdf

#### Wed, Oct 30

• In class, we will work on:
• Quiz
• Regression with both a quantitative and a categorical explanatory variable: pdf

#### Fri, Nov 01

• In class, we will work on:
• Lab 11

#### Mon, Nov 04

• In class, we will work on:
• Two-way ANOVA:
• hand out: pdf

#### Wed, Nov 06

• In class, we will work on:
• Two-way ANOVA, continuing hand out from last class

#### Fri, Nov 08

• In class, we will work on:
• Lab 12, on 2-way anova

#### Mon, Nov 11

• In class, we will work on:
• Overview of Lab 12 solutions
• Quiz
• Diagnostics for outliers and high leverage observations: pdf
• Start on multiple regression: pdf
• If time, worksheet on multiple regression and diagnostics? pdf
• Overview of projects

#### Wed, Nov 13

• In class, we will work on:
• Quiz
• Multiple Regression, added variable plots:

#### Fri, Nov 15

• In class, we will work on:
• Multiple Regression
• pdf
• The original article in case you’re curious: pdf

#### Mon, Nov 18

• In class, we will work on:
• Multiple Regression
• worksheet: pdf

#### Wed, Nov 20

• In class, we will work on:
• Review

#### Fri, Nov 22

• In class, we will work on:
• Logistic Regression
• lecture notes: pdf
• hand out: pdf

#### Mon, Nov 25

• In class, we will work on:
• Midterm 2

#### Wed, Nov 27

• No Class: Thanksgiving Break. Safe travels!

#### Fri, Nov 29

• No Class: Thanksgiving Break. Safe travels!

#### Mon, Dec 02

• In class, we will work on:
• Logistic regression

#### Wed, Dec 04

• In class, we will work on:
• Evan is away at a conference.
• Time to work on your projects in groups.

#### Fri, Dec 06

• In class, we will work on:
• Evan is away at a conference.
• Time to work on your projects in groups.