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The following is a tentative schedule of what we will cover in class when. Check this space regularly for updates.
Readings listed should be completed before the start of class on the date indicated.
Last update: 05-25-22
| Date | Topics | Readings | Relevant SLOs | Assignments |
|---|---|---|---|---|
| M 5/24 | Intro; What is a Model? | – | – | – |
| W 5/26 | The Modeling Process | Ch. 0 | A1 | – |
| F 5/28 | Lab (on Zoom): Intro to R/RStudio | – | – | HW1 posted |
| M 5/31 | NO CLASS (Memorial Day) | |||
| W 6/02 | The Modeling Process, Cont’d | Ch. 0 | A1 | – |
| F 6/04 | Lab: Intro to R/Rstudio Continued | – | – | HW1 due, HW2 posted |
| M 6/07 | Simple Linear Regression (SLR) | Ch. 1.1-1.3 | A1 | Quiz1 posted |
| W 6/09 | SLR: Fit, Assess, Use | Ch 1.1-1.3 | B1 | Quiz1 due |
| F 6/11 | Lab: Simple Linear Regression | – | A1, B1 | HW2 due, HW3 posted |
| M 6/14 | Leverage, Outliers, and Transformation | Ch. 1.4-1.5 | B2 | Quiz2 posted |
| W 6/16 | Inference in SLR Models | Ch. 2.1-2.3 | C1 | Quiz2 due |
| F 6/18 | Lab: Transformation and Inference | – | B2,C1,C2 | HW3 due, HW4 posted |
| M 6/21 | Multiple Linear Regression | Ch. 3.1 | A2 | Quiz3 posted |
| W 6/23 | Assessing MLR Models | Ch. 3.2 | B1 | Quiz3 due |
| F 6/25 | Lab: Indicator Variables | Ch. 3.3 | A2 | HW4 due, HW5 posted |
| M 6/28 | Indicators, Nested Tests | Ch. 3.6 | A2,C3,D1 | Quiz4 posted |
| W 6/30 | Nested Tests | Ch. 4.4 | A2 | Quiz4 due |
| F 7/02 | Variables with 3+ categories | Ch. 4.4 | A2 | HW5 due |
| M 7/05 | NO CLASS (Independence Day) | |||
| W 7/07 | Polynomials and Interactions | Ch. 3.4 | A3 | – |
| F 7/09 | Lab: Multiple Regression Practice | Ch. 3.1-3.4 | A2,A3,C3,D1 | EXAM1 posted |
| M 7/12 | Multicollinearity | Ch. 3.5 | B3 | EXAM1 due |
| W 7/14 | Multicollinearity, cont’d | Ch. 3.5 | B3 | PROJECT1 posted |
| F 7/16 | Lab: Model Selection | Ch. 4.2 | D2,D3 | – |
| M 7/19 | Model Selection: Penalized Fit Measures | Ch. 4.2 | D2,D3 | Quiz5 posted |
| W 7/21 | Model Selection: Cross-Validation | Ch. 4.2 | D2,D3 | Quiz5 due |
| F 7/23 | Lab: Logistic Regression | Ch. 9.1 | E1-E3 | PROJECT1 due |
| M 7/26 | Logistic Regression I | Ch. 9.1 | E1-E3 | Quiz6 posted |
| W 7/28 | Logistic Regression II | Ch. 9.2 | E1-E3 | Quiz6 Due |
| F 7/30 | NO CLASS | |||
| M 8/02 | Logistic Regression III | Ch. 9.3-9.4 | E1-E3 | HW6 posted |
| W 8/04 | Multiple Logistic Regression | Ch. 10.1-10.2 | A2,C3,D1 | – |
| F 8/06 | Lab: Multiple Logistic Regression | Ch. 10.1-10.2 | A2,C3,D1 | HW6 due, HW7 posted |
| M 8/09 | Model Selection in Logistic Regression | Ch. 10.3-10.4 | A2,C3,D1,E1-E3 | Quiz7 posted |
| W 8/11 | One-Way ANOVA | Ch. 5.1 | F1 | Quiz7 due |
| F 8/13 | Lab: One-Way ANOVA | Ch. 5.1 | F1 | HW7 due |
| M 8/16 | Multiple Testing and “p-hacking” | Ch. 5.1-5.3 | F1,F2 | – |
| W 8/18 | Two-Way ANOVA | Ch. 6.1 | F2 | Quiz8 posted, HW8 posted |
| F 8/20 | Lab: Two-Way ANOVA | Ch. 6.2-6.3 | F1-F5 | – |
| M 8/23 | Wrap-Up | Ch. 6.1 | F1-F5 | Quiz8, HW8 due, Project2/Exam2 posted |
| Sun 8/29 | EXAM OR PROJECT DUE 11AM | – | all | EXAM2 or Project2 DUE 11AM |