STA410SL

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Multilevel and Hierarchical Models

Statistical Science A&S - Arts and Sciences

Subject

STA

Catalog Number

410SL

Title

Multilevel and Hierarchical Models

Course Description

Variance component models with fixed and random effects. Multilevel and hierarchical models for longitudinal and/or clustered data. Focus on model fitting and interpretation. Maximum likelihood and Bayesian inference and computation. Prerequisite: Statistical Science 360. Recommended prerequisite: R programming skills.

Grading Basis

Graded

Course Typically Offered

Fall Only

Consent (Permission Number)

No Special Consent Required

Min Units

1

Max Units

1

Laboratory

Seminar

General Education Curriculum Codes

QS - (QS) Quantitative Studies