POL 8108 is also offered in Fall 2024
POL 8108 is also offered in Fall 2023
POL 8108 is also offered in Fall 2021
Fall 2021 | POL 8108 Section 001: Maximum Likelihood Estimation (22425)
- Instructor(s)
- Class Component:
- Laboratory
- Credits:
- 3 Credits
- Grading Basis:
- Student Option
- Instructor Consent:
- No Special Consent Required
- Instruction Mode:
- In Person Term Based
- Enrollment Requirements:
- Pol Sci grad major
- Times and Locations:
Regular Academic Session
UMTC, West Bank
Social Sciences Building 1383
- Enrollment Status:
Open (3 of 10 seats filled)
- Also Offered:
- Course Catalog Description:
- This course presents an overview of the likelihood theory of statistical inference, and its wide range of uses in applied quantitative political science. When dependent variables take the form of ordered or unordered categories, event counts, or otherwise violate the traditional assumptions of the linear regression model, models estimated by maximum likelihood provide an essential alternative. Topics covered include binary, multinomial, and ordered logit/probit, Poisson regression, and multilevel models. We will rely heavily on computational methods of analysis using the R statistical computing environment, and instruction on how to use R for applied research will be provided throughout the length of the course.
- Class Description:
- Student may contact the instructor or department for information.
- Textbooks:
- https://bookstores.umn.edu/course-lookup/22425/1219
ClassInfo Links - Fall 2021 Political Science Classes