ECON 321 : Advanced Econometrics

Business and Economics

2024 Semester One (1243) (15 POINTS)

Course Prescription

Development of the linear regression model, its basis, problems, applications and extensions: demand systems, time-series analysis including unit roots and co-integration, simulation and resampling methods including an exposure to practical computing classes.

Course Overview

This course provides students with a sound understanding of the properties of econometric models and techniques.  Econometrics can be described as the science and art of building and using mathematical and statistical methods to attach numerical values to the parameters of economic models. We aim to understand causal relationships using these models and possibly make predictions. The econometric techniques consist of a blend of economic theory, mathematical modelling and statistical analysis.

Course Requirements

Prerequisite: 15 points from ECON 221, STATS 201, 207, 208, 210, 225 and 15 points from ENGGEN 150, ENGSCI 111, MATHS 108, 130

Capabilities Developed in this Course

Capability 3: Knowledge and Practice
Capability 4: Critical Thinking
Capability 5: Solution Seeking
Capability 6: Communication
Graduate Profile: Bachelor of Commerce

Learning Outcomes

By the end of this course, students will be able to:
  1. Derive properties of some important estimators such as least squares, maximum likelihood and instrumental variables in a number of specific econometric modelling contexts (Capability 3.2 and 4.2)
  2. Analyse certain classes of single or multiple equation models, including those concerned with time series, qualitative choice, panel data and experiments or quasi-experiments. (Capability 5.1 and 6.2)
  3. Communicate and explain the essential features of certain linear econometric models through estimation and testing. (Capability 4.1 and 6.2)
  4. Understand and critically evaluate the assumptions that underpin the classical regression model (Capability 3.1 and 4.1)

Assessments

Assessment Type Percentage Classification
Assignments 27% Individual Coursework
Test 27% Individual Test
Final Exam 40% Individual Examination
Quizzes 6% Individual Coursework
Assessment Type Learning Outcome Addressed
1 2 3 4
Assignments
Test
Final Exam
Quizzes

Workload Expectations

This course is a standard 15 point course and students are expected to spend 10 hours per week involved in each 15 point course that they are enrolled in.

For this course, you can expect 3 hours of lectures, a 1 hour tutorial.

For the 12 teaching weeks, this totals to 48 hours. Since the course as a whole represents approximately 150 hours of study, that leaves a total of 102 hours across the entire semester for independent study, e.g. reading, reflection, preparing for assessments/exams, etc.

Delivery Mode

Campus Experience

Attendance is expected at scheduled activities including labs/tutorials to complete components of the course.
Lectures will be available as recordings. Other learning activities including tutorials/labs will not be available as recordings.
The course will not include live online events.
Attendance on campus is required for the test/exam.
The activities for the course are scheduled as a block delivery.

Learning Resources

Course materials are made available in a learning and collaboration tool called Canvas which also includes reading lists and lecture recordings (where available).

Please remember that the recording of any class on a personal device requires the permission of the instructor.

Recommended book:
  • J.H. Stock and M.W. Watson, Introduction to Econometrics (oldest compatible edition: 2nd edition)

Alternatives:
  • J.M. Wooldridge, Introductory Econometrics (oldest compatible edition: 5th edition)
  •     M. Verbeek, A Guide to Modern Econometrics (oldest compatible edition: 3nd edition).
  •     Johnston and J. DiNardo, Econometric Methods, 4th edition, 1997, McGraw-Hill.
  •     A.H. Studenmund, A Practical Guide To Econometrics, 7th edition, 2017, Pearson.


Student Feedback

At the end of every semester students will be invited to give feedback on the course and teaching through a tool called SET or Qualtrics. The lecturers and course co-ordinators will consider all feedback and respond with summaries and actions.

Your feedback helps teachers to improve the course and its delivery for future students.

Class Representatives in each class can take feedback to the department and faculty staff-student consultative committees.

Students will be requested to provide feedback to Class Representatives for Student Staff Consultative Committee Meetings.
Students will be requested to participate in the SET course and teacher evaluations.

Other Information

This course builds on ECON 221 and leads on to the econometrics postgraduate courses    ECON    721 (Econometrics 1), ECON 723 (Econometrics 2). Students require ECON 301 (Advanced Microeconomics), ECON 311 (Advanced Macroeconomics), and ECON 321 before embarking on postgraduate study in Economics for the BA(Hons), BCom(Hons), and  MA,  MCom degrees.    Students should also note that econometrics at this level requires reasonable mathematical expertise.

Additional useful preparation: STATS 210


Academic Integrity

The University of Auckland will not tolerate cheating, or assisting others to cheat, and views cheating in coursework as a serious academic offence. The work that a student submits for grading must be the student's own work, reflecting their learning. Where work from other sources is used, it must be properly acknowledged and referenced. This requirement also applies to sources on the internet. A student's assessed work may be reviewed for potential plagiarism or other forms of academic misconduct, using computerised detection mechanisms.

Class Representatives

Class representatives are students tasked with representing student issues to departments, faculties, and the wider university. If you have a complaint about this course, please contact your class rep who will know how to raise it in the right channels. See your departmental noticeboard for contact details for your class reps.

Inclusive Learning

All students are asked to discuss any impairment related requirements privately, face to face and/or in written form with the course coordinator, lecturer or tutor.

Student Disability Services also provides support for students with a wide range of impairments, both visible and invisible, to succeed and excel at the University. For more information and contact details, please visit the Student Disability Services’ website http://disability.auckland.ac.nz

Special Circumstances

If your ability to complete assessed coursework is affected by illness or other personal circumstances outside of your control, contact a member of teaching staff as soon as possible before the assessment is due.

If your personal circumstances significantly affect your performance, or preparation, for an exam or eligible written test, refer to the University’s aegrotat or compassionate consideration page https://www.auckland.ac.nz/en/students/academic-information/exams-and-final-results/during-exams/aegrotat-and-compassionate-consideration.html.

This should be done as soon as possible and no later than seven days after the affected test or exam date.

Learning Continuity

In the event of an unexpected disruption, we undertake to maintain the continuity and standard of teaching and learning in all your courses throughout the year. If there are unexpected disruptions the University has contingency plans to ensure that access to your course continues and course assessment continues to meet the principles of the University’s assessment policy. Some adjustments may need to be made in emergencies. You will be kept fully informed by your course co-ordinator/director, and if disruption occurs you should refer to the university website for information about how to proceed.

Student Charter and Responsibilities

The Student Charter assumes and acknowledges that students are active participants in the learning process and that they have responsibilities to the institution and the international community of scholars. The University expects that students will act at all times in a way that demonstrates respect for the rights of other students and staff so that the learning environment is both safe and productive. For further information visit Student Charter https://www.auckland.ac.nz/en/students/forms-policies-and-guidelines/student-policies-and-guidelines/student-charter.html.

Disclaimer

Elements of this outline may be subject to change. The latest information about the course will be available for enrolled students in Canvas.

In this course students may be asked to submit coursework assessments digitally. The University reserves the right to conduct scheduled tests and examinations for this course online or through the use of computers or other electronic devices. Where tests or examinations are conducted online remote invigilation arrangements may be used. In exceptional circumstances changes to elements of this course may be necessary at short notice. Students enrolled in this course will be informed of any such changes and the reasons for them, as soon as possible, through Canvas.

Published on 16/11/2023 04:19 p.m.