ECON3007

Intermediate Econometrics

10 Units 3000 Level Course

Available in 2014

Callaghan Campus Semester 1

Previously offered in 2013, 2012

This course builds on the basic econometric and quantitative techniques studied in the first year by extending students’ knowledge and understanding of econometric methods and techniques used to analyse data sets in economics, business and finance. This course provides a thorough and critical coverage of econometric methods and studies the properties of linear regression models under classical assumptions and exploring the implications of potential violations of these assumptions. Diagnostics for detecting violations are discussed and econometric remedies are derived. The basic theory of estimation of time-series models, systems of linear regression equations and instrumental variables, panel data modelling are discussed. To this end, the course focuses on understanding the methods involved, using econometric software, to provide the results and then interpreting and commenting on the results and discusses how this may be used in solving specific policy problems that are of critical importance to economic agents operating in a business environment.

Objectives Upon successful completion of this course students will be able to:
1. Demonstrate an extended understanding of a range of econometric modelling techniques;
2. Demonstrate skills in "hands-on" modelling, estimation and diagnostic testing, utilising economic and business data;
3. Critically analyse and evaluate the results of studies that have been undertaken by others using econometric techniques;
4. Engage in collaborative processes to complete econometric modelling inquiry, employing statistical techniques, analysing data and communicating results.
Content This course includes but is not limited to the following topics:
1. Basic regression concepts
2. Properties of estimators
3. Violations of Classical Assumptions
4. Estimation and Hypothesis Testing
5. Simple linear and multiple regression modelling
6. Simultaneous equations models
7. Instrumental variable models
8. Limited dependent variable models
9. Time series analysis
10. Panel data analysis
Replacing Course(s) ECON3450 Econometric Modelling
Transition This course is not available to students who have completed ECON3450 Econometric Modelling.
Industrial Experience 0
Assumed Knowledge ECON1130
Modes of Delivery Internal Mode
Teaching Methods Lecture
Tutorial
Computer Lab
Assessment Items
Examination: Class Mid semester test.
Essays / Written Assignments Group/Individual assignments.
Examination: Formal
Contact Hours Lecture: for 2 hour(s) per Week for Full Term
Computer Lab: for 2 hour(s) per Week for Full Term
Timetables 2014 Course Timetables for ECON3007