POL685

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POL685 - Panel Data Analysis

Govt & Pub Policy, Sch ofGraduateUA - UA General

Course ID

040695

Course Description

Political Scientists across sub-fields require understanding, analyzing and explaining the behavior of several units of analysis over time. These could be individuals, countries, municipalities, institutions, groups, firms, etc. that display different behavioral trends over time and across space. This course offers graduate students the opportunity to develop methodological skills for understanding and performing quantitative analyses of time series cross-sectional data, also known as panel data. The topics covered in this course include the specification, estimation, evaluation, and inference of fixed and random effects models for continuous, categorical, and count data in time series cross- sectional studies. The basic model specification will be extended to more advanced methods such as Arellano-Bond estimator, instrumental variables, and spatial econometric models for panel data.

Min Units

3

Max Units

3

Repeatable for Credit

No

Grading Basis

GRD - Regular Grades A, B, C, D, E

Career

Graduate

Course Requisites

May be convened with

Component

Lecture

Optional Component

No