We thank Maria Tackett and the authors of BMLR, who developed the core content of the course and we provide attribution to along the way in our presentation of materials.
| Date |
Lesson |
Slides |
Slides |
Video |
HW |
HW |
Misc |
Misc |
Misc |
Reading |
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Week 00 |
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| Wed. Jan 8 |
Module 1: Welcome to STA 310 |
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| Fri, Jan 10 |
Module 1: Big Picture Concepts |
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Week 01 |
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| Mon, Jan 13 |
Module 2: Review of Multiple Linear Regression |
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| Wed, Jan 15 |
Module 3: Common Distributions |
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| Fri, Jan 17 |
Lab/Office Hours |
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Week 02 |
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| Mon, Jan 20 |
No Class: MLK Day |
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| Wed, Jan 22 |
Module 4: Likelihoods |
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| Fri, Jan 25 |
Office Hours/Labs |
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Week 03 |
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| Mon, Jan 27 |
Module 4: Likelihoods |
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| Wed. Jan 29 |
Module 4: Likelihoods and Exercises |
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| Fri, Jan 31 |
Lab/OH |
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Week 04 |
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| Mon, Feb 5 |
Module 5: Intro to Poisson Regression |
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| Wed, Feb 5 |
Module 5: Intro to Poisson Regression (Continued) |
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| Fri, Feb 7 |
Lab/OH |
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Week 05 |
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| Mon, Feb 10 |
Module 5: Intro to Poisson Regression (Continued) |
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| Wed, Feb 12 |
Module 5: Intro to Poisson Regression (Continued) |
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| Fri, Feb 14 |
Lab/OH |
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Week 06: Theory of Generalized Linear Models |
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| Monday Feb 17 |
Module 6: Theory of GLMs |
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| Wed, Feb 19 |
Module 6: Theory of GLMs (Part I and II) |
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| Fri, Feb 21 |
Lab/OH |
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Week 07: Theory of GLMs (continued) |
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| Mon, Feb 24 |
Module 6: Theory of GLMs, Part II |
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| Wed, Feb 26 |
Module 6: Theory of GLMs (continued) |
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| Fri, Feb 28 |
Lab/OH |
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Week 08: Theory of GLMs (continued) |
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| Mon, March 3 |
Module 6: Theory of GLMs, Part II and III |
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| Wed, March 5 |
Quiz 2 |
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| Fri, March 7 |
Lab/OH |
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Week 09: Spring Break |
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| Mon, March 10 |
Spring Break |
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| Wed, March 12 |
Spring Break |
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| Fri, March 14 |
Spring Break |
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Week 08: Theory of GLMs (continued) |
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| Mon, March 17 |
Module 6: Theory of GLMs, Part II and III and IV |
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| Wed, March 19 |
Module 7: Intro to Logistic Regression |
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| Fri, March 21 |
Lab/OH |
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Week 10: Logistic Regression |
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| Mon, March 24 |
Module 7: Intro to Logistic Regression |
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| Wed, March 26 |
Intro to Logistic Regression (continued) |
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| Fri, March 28 |
Lab/OH |
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Week 11: Logistic Regression and Quiz 3 |
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| Mon, March 31 |
Logistic Regression Exercises |
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| Wed, April 2 |
Quiz 3 (GLM Theory) |
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| Fri, April 4 |
Lab/OH |
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Week 12: Module 8: The Multinomial Distribution |
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| Mon, April 7 |
Module 8: The Multinomial Distribution |
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| Wed, April 9 |
Module 9: Proportional odds, Multinomial, and Probit Regression |
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| Fri, April 11 |
Lab/OH |
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