Econometrics
Unit outlines will be available through Find a unit outline two weeks before the first day of teaching for 1000-level and 5000-level units, or one week before the first day of teaching for all other units.
Econometrics
Advanced Coursework
Advanced Coursework requires completion of a minimum of 24 credit points, including:
(i) a research, community, industry or entrepreneurship project of at least 12 and up to 36 credit points.
Advanced Coursework units of study
ECOS4201 Advanced Microeconomic Policy
Credit points: 6 Session: Semester 1 Classes: 1x2hr lecture/week, 1x1hr tutorial/week Prerequisites: ECOS3997 or ECON3999 or ECON3998 Assessment: 1x2000wd take-home final exam (40%), 2x5min presentations (15%), 3x500wd written assignments (15%), 1x1500wd project (30%) Mode of delivery: Normal (lecture/lab/tutorial) day
This unit covers topics in applied microeconomics for public policy. It will focus on a small number of major applied micro and behavioural economic theories such as incentives, discrimination and gift exchange, and apply these theories to examine empirical and experimental evidence in a large range of potential contexts from education and health to labour markets, volunteerism, charitable behaviour, finance and government policy. For each topic, students will be introduced to the traditional theoretical approach, followed by empirical and experimental evidence, and alternative academic perspectives. Students are challenged to develop their own perspectives towards policy implications.
Textbooks
Refer to the unit of study outline https://www.sydney.edu.au/units
ECOS4202 Advanced Macroeconomic Policy
Credit points: 6 Teacher/Coordinator: Refer to the unit of study outline https://www.sydney.edu.au/units Session: Semester 1 Classes: 1X3hr seminar/week Prerequisites: ECOS3997 or ECON3999 or ECON3998 Prohibitions: ECOS3902 or ECON4902 or ECON4910 or ECON4915 Assessment: 1x1250 words Analytical Report (25%), 1x1250 words Policy Research Essay (25%), 1x2hr exam Final exam (50%) Mode of delivery: Normal (lecture/lab/tutorial) day
This unit of study aims to provide students with advanced theoretical knowledge and skill sets for analysing macroeconomic policy issues and practice in Australia and internationally from both a historical and contemporary perspective. This unit introduces a set of modern macroeconomic models that provide insights into policy debates and can also be used for analysing contemporary government policies. Examples will be drawn from various policies not just within Australia, but also from countries and regions such as the US, Asia, South America and Europe.
ECOS4211 The Economics of Corporate Finance
Credit points: 6 Teacher/Coordinator: Refer to the unit of study outline https://www.sydney.edu.au/units Session: Semester 2 Classes: 1x3 hr lecture/seminar per week Prerequisites: ECOS3997 or ECON3999 or ECON3998 Assessment: Weeklyx1000wds equivalent Assignments (10%), 2x1.5hr Mid-semester exams (50%), 1x2hr Final exam (40%) Mode of delivery: Normal (lecture/lab/tutorial) day
This unit aims to equip the student with skills to evaluate economic aspects of corporate finance and corporate governance. It will emphasize the role of informational asymmetries in the underlying interactions. The unit will allow the students to explore cutting-edge topics in microeconomics and the theory of incentives. The themes covered will include the structure of the firm, the models of credit rationing and determinants of firm's borrowing capacity. We will further turn to corporate financing under asymmetric information and contract design, explore monitoring in corporate finance and design of securities, control rights and corporate governance.
ECOS4212 Economics of Program Evaluation
Credit points: 6 Session: Semester 2 Classes: 1x2hr lecture/week, 1x1hr tutorial/week Prerequisites: ECOS4201 or ECOS4202 Assessment: Class participation (10%), 1x10min presentation (15%), 1x1500wd policy evaluation report (25%), 1x2hr final exam (50%) Mode of delivery: Normal (lecture/lab/tutorial) day
This unit of study develops the knowledge and skills required for the economic evaluation of government programs. Across a range of policy domains including health, education, crime and the environment, governments are increasingly seeking advice on the economic evaluation of policy proposals. In this unit the economic tools and skills used to evaluate policies across a range of domains are introduced and critically examined. Emphasis will be placed on the empirical approaches used to evaluate the efficacy and effectiveness of government programs through the use of real world data.
Textbooks
Refer to the unit of study outline https://www.sydney.edu.au/units
BUSS4933 Adv Machine Learning for Business Insights
Credit points: 6 Teacher/Coordinator: Refer to the unit of study outline https://www.sydney.edu.au/units Session: Semester 2 Classes: Refer to the unit of study outline https://www.sydney.edu.au/units Prerequisites: Students must meet the entry requirements for the Bachelor of Advanced Studies (Advanced Coursework), including completion of a pass undergraduate degree and a relevant major including (QBUS3600 or ECMT3185). Assumed knowledge: Students are assumed to be familiar with statistical modelling, Optimisation and Machine Learning. Assessment: Refer to the unit of study outline https://www.sydney.edu.au/units Mode of delivery: Normal (lecture/lab/tutorial) day
This unit bridges the gap between theory and practice by integrating knowledge and consolidating key skills in ML developed across the Business Analytics major. The problem-based approach to learning in this unit offers vital tools and techniques for business decision makers in the big data era through the use of very large and rich data sources. The unit casts the knowledge of statistical learning in modern machine learning context and exposes business students to a range of state-of-the-art machine learning topics with the emphasis on applications involving the analysis of business data.
Advanced Coursework project units of study
ECOS4206 Economics Project A
Credit points: 6 Teacher/Coordinator: Refer to the unit of study outline https://www.sydney.edu.au/units Session: Semester 1,Semester 2 Classes: 1x2hr lecture/week, 1x1hr tutorial/week Prerequisites: ECOS3997 or ECON3999 or ECON3998 Assessment: 1x1000wd Literature Review (20%), 1x2500wd Research proposal (60%), 1x1000wd Quantitative Assignment (20%) Mode of delivery: Normal (lecture/lab/tutorial) day
This unit deals with the nature and practice of research and inquiry in applied economics. Topics covered will include: the scientific method; inductive thought and deductive logic; research as an orderly process of inquiry; preparation of research proposals; sources of data for economists; quantitative methods used to work with data, writing skills, ethics in research and other relevant topics. Examples of research in theoretical economics, empirical/applied research and wider debates in scientific disciplines will be used to illustrate topics.
ECOS4207 Economics Project B
Credit points: 6 Teacher/Coordinator: Refer to the unit of study outline https://www.sydney.edu.au/units Session: Semester 1,Semester 2 Classes: 1x2hr lecture/week, 1x1hr tutorial/week Prerequisites: ECOS4206 and (ECOS4201 or ECOS4202) Assessment: 1x1000wd Presentation (30%), 1x3500wd Final Report (70%) Mode of delivery: Normal (lecture/lab/tutorial) day
In this unit students will be presented with a research question in economics based on a real-world problem or issue. Initially, the research problem will be presented by the instructor or a guest lecturer. Supporting lectures will be delivered on appropriate theoretical concepts and quantitative methods required to conduct the research. Students will interact with the instructor to define the detail of the research problem, the approach for analysis and feedback on their work. Following this, students will construct a detailed literature review, collect and analyse data, and present the research results in written form.