STAT 213 (Summer 2021): Approximate Schedule

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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: 06-20-21**

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 | Variables with 3+ categories | Ch. 4.4 | A2 | Quiz4 due |

F 7/02 | Lab: Polynomials and Interactions | Ch. 3.4 | A3 | HW5 due, HW6 posted |

M 7/05 | NO CLASS (Independence Day) | |||

W 7/07 | Polynomials and Interactions cont’d | Ch. 3.4 | A3 | – |

F 7/09 | Lab: (Multi-)Collinearity | Ch. 3.5 | B3 | HW6 due, EXAM1 posted |

M 7/12 | Multi-Collinearity cont’d | Ch. 3.5 | B3 | EXAM1 due |

W 7/14 | Penalized Fit Measures | Ch. 4.2 | D2 | PROJECT1 posted |

F 7/16 | Lab: Cross-Validation | Ch. 4.2 | D3 | – |

M 7/19 | Logistic Regression I | Ch. 9.1 | E1-E3 | Quiz5 posted |

W 7/21 | Probability, Odds and Log Odds | Ch. 9.2 | E1-E3 | Quiz5 Due |

F 7/23 | Lab: Logistic Regression | Ch. 9.1-9.2 | E1-E3 | PROJECT1 due, |

M 7/26 | Inference in Logistic Regression | Ch. 9.3-9.4 | E1-E3 | Quiz6 posted |

W 7/28 | Single Logistic Regression Wrap-Up | Ch. 9.3-9.4 | E1-E3 | Quiz6 due |

F 7/30 | Lab: Multiple Logistic Regression | Ch. 10.1-10.2 | A2,C3,D1 | HW7 posted |

M 8/02 | Multiple Logistic Regression II | Ch. 10.3-10.4 | A2,C3,D1 | Quiz7 posted |

W 8/04 | Logistic Regression Wrap-Up | Chs 9-10, 11.2 | E1-E3,A2,C3,D1 | Quiz7 due, PROJECT2 posted |

F 8/06 | Lab: One-Way ANOVA | Ch. 5.1 | F1 | HW7 due |

M 8/09 | One-Way ANOVA | Ch. 5.1-5.3 | F1,F2 | Quiz8 posted |

W 8/11 | Multiple Testing and “p-hacking” | Ch. 5.4, 7.2 | F2 | Quiz8 due |

F 8/13 | Lab: One-Way ANOVA practice | Ch. 5,7.2,7.5 | F1-F5 | PROJECT2 due |

M 8/16 | Two-Way ANOVA I | Ch. 6.1 | F1-F5 | – |

W 8/18 | Two-Way ANOVA II | Ch. 6.1 | F1-F5 | EXAM2 posted |

F 8/20 | Lab: Interaction Models | Ch. 6.2-6.3 | F1-F5 | EXAM2 due |

M 8/23 | Wrap-Up | – | review | – |

F 8/27 | FINAL EXAM POSTED | – | all | FINAL EXAM POSTED |

Sun 8/29 | FINAL EXAM DUE 11AM | – | all | FINAL EXAM DUE 11AM |