This page contains the reading assignments for STA 310: Generalized Linear Models. Most reading assignments will come from the textbook Beyond Multiple Linear Regression by Paul Roback and Julie Legler.
Week 01: Jan 03 - 07
- No readings
Week 02: Jan 10 - 14
- Beyond Multiple Linear Regression (BMLR): Chapter 1 - Review of Multiple Linear Regression
Week 03: Jan 17 - 21
Week 04: Jan 24 - 28
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BMLR: Chapter 3 - Distribution Theory (for reference)
Week 05: Jan 31 - Feb 04
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BMLR: Chapter 4 - Poisson Regression
- Sections 4.4 - 4.5, 4.9
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BMLR: Chapter 4 - Poisson Regression
- Sections 4.6, 4.10
Week 06: Feb 07 - 11
- BMLR: Chapter 4 - Poisson Regression
- Sections 4.4.5, 4.10
Week 07: Feb 14 - 18
Week 08: Feb 21 - 25
Week 09: Feb 28 - Mar 04
Week 10: Mar 07 - 11
Spring Break
Week 11: Mar 14 - 18
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BMLR Chapter 8 - Introduction to Multilevel Models
- Sections 8.5 - 8.12
Week 12: Mar 21 - 25
Week 13: Mar 28 - Apr 01
Week 14: Apr 04 - 08
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Jones, K. (1991). Specifying and estimating multi-level models for geographical research. Transactions of the institute of British geographers, 148-159.