STAT 458
Generalized Linear Models- Theory and Applications
Fall 2024
Division III
Q Quantitative/Formal Reasoning
Class Details
This course will explore generalized linear models (GLMs)–the extension of linear models, discussed in Stat346, to response variables that have specific non-normal distributions, such as counts and proportions. We will consider the general structure and theory of GLMs and see their use in a range of applications. As time permits, we will also examine extensions of these models for clustered data such as mixed effects models and generalized estimating equations.
The Class:
Format: lecture
Limit: 20
Expected: 10
Class#: 1548
Grading: yes pass/fail option, yes fifth course option
Limit: 20
Expected: 10
Class#: 1548
Grading: yes pass/fail option, yes fifth course option
Requirements/Evaluation:
Weekly homework consisting of theoretical exercises and data analyses carried out in R. Short frequent quizzes and one midterm (with an in-class and take-home component). Final project and final exam.
Prerequisites:
STAT 346, or permission of instructor
Enrollment Preferences:
Seniors and Statistics majors
Distributions:
Divison III
Quantitative/Formal Reasoning
QFR Notes:
This is an intensive statistics course, involving theoretical and mathematical reasoning as well as the application of mathematical ideas to data using software.
Class Grid
Updated 7:01 am
-
HEADERS
Column header 1
CLASSESColumn header 2DREQColumn header 3INSTRUCTORSColumn header 4TIMESColumn header 5CLASS#Column header 6ENROLLColumn header 7CONSENT
-
STAT 458 - 01 (F) LEC Generalized Linear Models
STAT 458 - 01 (F) LEC Generalized Linear ModelsDivision III Q Quantitative/Formal ReasoningTF 2:35 pm - 3:50 pm
Wachenheim 1161548OpenNone