BFX4003 · Econometrics for finance

Overview

This unit introduces you to the financial econometrics models and techniques that are commonly used in empirical finance research. The topics covered in this unit include conditional expectations, linear projections, linear regression models, unobserved effects, and instrumental variables.

Offerings

Assessment

The Handbook lists an examination for this unit.

Assessment details may change. Please refer to the assessment information in Moodle closer to the start of the teaching period.

Requisites

The Handbook lists no prerequisite, corequisite or prohibition for this unit.

Learning outcomes

1. understand the concepts of conditional expectations and linear projections
2. understand the asymptotic properties of ordinary least squares and be aware of the omitted variables problem and measurement error
3. estimate linear regression models with instrumental variables
4. implement unobserved fixed effects models
5. demonstrate in individual summative assessment tasks the acquisition of a comprehensive understanding of the topics covered by BFX4003.

Workload

Minimum total expected workload to achieve the learning outcomes for this unit is 144 hours per semester typically comprising a mixture of scheduled learning activities and independent study. Independent study may include associated readings, assessment and preparation for scheduled activities. You are expected to complete all pre-class activities prior to your scheduled class, and post-class activities should be completed after your scheduled class. Learning activities may include a combination of teacher directed, peer directed and online engagement activities.

Student experience, not official rules. Nothing here changes what the Handbook says.