Multilevel Multinomial Logistic Models
Prof. Maria Tackett
Apr 15, 2024
Announcements
- Quiz 05 Tue, April 16 ~ 9am - Thu, Apr 18 at noon
- Covers readings, lectures, and content from March 25 - April 12
- Final project
Round 1 submission (optional) due April 25
Final submission due May 2
Next week classes for project meetings
- Please fill out course evaluations!
Topics
Review covariance between observations for 3-level models
Fit and interpret a multilevel multinomial logistic model
Covariance between observations
Model C in Jones (1991)
Recall Model C from Jones (1991)
Covariance structure between observations
- Write the variance in price for a single house.
- Write the covariance between two houses in the same district in the same time period.
- Write the covariance matrix for houses from the same time period in the same district.
- Write the covariance between two houses in different time periods in the same district.
Multilevel multinomial logistic models
Application exercise
References
Jones, Kelvyn. 1991. “Specifying and Estimating Multi-Level Models for Geographical Research.” Transactions of the Institute of British Geographers, 148–59.
Multilevel Multinomial Logistic Models Prof. Maria Tackett Apr 15, 2024