STAT 213: Tentative Schedule of Topics

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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: 05-16-18

Date Topics Readings Relevant SLOs Assessments/Work Due
M 2/05 Intro; What is a Model?
W 2/07 The Modeling Process Ch. 0
F 2/09 Simple Linear Regression Ch. 1.1-1.3 A1, B1, C1
M 2/12 Transformations Ch. 1.4 C3 HW1
W 2/14 Transformations, cont’d C3
F 2/16 Influential Points Ch. 1.5 C4 Quiz 1
M 2/19 Inference in SLR Models Ch. 2.1-2.3 D1, D2 HW2 (Tuesday)
W 2/21 Predictions With Uncertainty in SLR Ch. 2.4 D3, D6
F 2/23 Multiple Linear Regression Ch. 3.1 Quiz 2
M 2/26 Assessing MLR Models Ch. 3.2 C2, D4, D5, D7 HW3
W 2/28 Assessing MLR Models, cont’d Ch 3.2 C2, D4, D5, D7
F 3/02 Indicator Variables Ch. 3.3 A2, A4, A5, B2, B4, B5 Quiz 3
M 3/05 Indicators cont’d, nested tests Ch. 3.6 E1, E2 HW4
W 3/07 Variables with 3+ categories Ch. 4.4 A3, A6, B3, B6
F 3/09 Polynomials and Interactions Ch. 3.4 Quiz 4
M 3/12 (Multi-)Collinearity I Ch. 3.5 C5 HW5
W 3/14 Multicollinearity II Ch. 3.5 C5, C6
F 3/16 EXAM 1 Chs. 0-4 most of A-E EXAM 1
  SPRING BREAK
M 3/26 Exam Recap; Model Selection Ch. 4.2 D3, E3, E4
W 3/28 Penalized Fit Measures Ch. 4.2 D3, E3, E4 HW6
F 3/30 Automated Selection Ch. 4.2 Quiz 5
M 4/02 Cross-Validation Ch. 4.2 E3-E5 HW7
W 4/04 Logistic Regression I Ch. 9.1 F1, G1
F 4/06 Probability, Odds and Log Odds Ch. 9.2 F2, F3, H1 Quiz 6
M 4/09 Assessment and Inference in Logistic Regression Ch. 9.3-9.4 H2, H3 Project 1
W 4/11 Single Logistic Regression Wrap-Up Ch. 9.3-9.4 F1-F4, G1,H1-H3
F 4/13 Multiple Logistic Regression I Ch. 10.1-10.2 G2-G4, H4-H6 No Quiz
M 4/16 Multiple Logistic Regression II Ch. 10.3-10.4 F4-F5 HW8
W 4/18 Logistic Regression Wrap-Up Chs 9-10, 11.2 F-H
F 4/20 One-Way ANOVA I Ch. 5.1 I1, I2, J1-J2 Quiz 7
M 4/23 One-Way ANOVA II Ch. 5.2-5.3 I4, J4 HW9
W 4/25 Multiple Testing and p-hacking Ch. 5.4, 7.2 I2, I3
F 4/27 One-Way ANOVA Wrap-Up Ch. 5, 7.2, 7.5 J3-J5 Quiz 8
M 4/30 Two-Way ANOVA I Ch. 6.1 K1-K2 HW10
W 5/02 Two-Way ANOVA II Ch. 6.1 K3-K5
F 5/04 Interaction Models I Ch. 6.2-6.3 L1-L2 No Quiz, Project 2
M 5/07 Interaction Models II Ch 6.2-6.3 L2-L5 HW11
W 5/09 Review Day
F 5/11 EXAM 2 Chs 5-11 select C,D,E-L
Th 5/17 OPTIONAL FINAL EXAM Chs 0-11 All Optional Project Revisions Due