Middlebury

STAT 0712

Advanced Hierarchical Modeling

Advanced Hierarchical Modeling (formerly MATH 0712)
Hierarchical or multilevel models provide a principled way to model data that are naturally grouped in order to take advantage of the relationship between observations in the same group, but also allow for borrowing of information across groups. In this senior seminar, we will introduce a variety of multilevel models, with a balance between the theoretical and conceptual foundations, as well as implementation and interpretation of the results. This seminar will focus on multilevel linear and logistic models. Every student will write a senior capstone paper. (MATH 311 or STAT 0311; MATH 412 or STAT 0412 suggested)
Subject:
Statistics
Department:
Mathematics & Statistics
Division:
Natural Sciences
Requirements Fulfilled:
Equivalent Courses:
MATH 0712

Sections in Spring 2024

Spring 2024

STAT0712A-S24 Seminar (Tang)