Unit name | Foundations of Econometric Theory (QM5) |
---|---|
Unit code | ECON21356 |
Credit points | 20 |
Level of study | I/5 |
Teaching block(s) |
Teaching Block 2 (weeks 13 - 24) |
Unit director | Dr. Botosaru |
Open unit status | Not open |
Pre-requisites |
EFIM20011 Econometrics |
Co-requisites |
None |
School/department | School of Economics |
Faculty | Faculty of Social Sciences and Law |
The course is taught in two parts. The first part covers statistical theory essential for econometrics. It focuses on mathematical properties of probability distributions and sample statistics and on key concepts of statistical inference (estimators, tests, p-values, confidence intervals). The second part is concerned with detailed examination of linear regression and with maximum likelihood estimation.
Eighteen one hour lectures and nine one hour classes.
This pattern of teaching may be changed slightly to accommodate the Easter Vacation.
Formative assessment: Weekly problem sets. Two of the problem sets will be marked.
Summative assessment: 100% by a two-and-a-half hours closed book examination.
The assessment examines the ILOs.
The following textbooks cover the essential topics of the course. Students will be referred to parts of these
books as we proceed through the lectures:
Freund, J.E. Mathematical Statistics. Pearson Prentice Hall, 6th Edition, 1999. (available in the Arts andSocial Sciences Library, ref. QA276 FRE)
Hogg, R.V., J. McKean and A.T. Craig. Introduction to Mathematical Statistics. Pearson Prentice Hall, 6th Edition, 2005. (available in Queen’s building Library, ref. QA276 HOG)
Greene, W.H. Econometric Analysis. Pearson Education, 7th Edition, 2012. (available in the Arts and
Social Sciences Library, ref. HB139 GRE)
Stock, J.H. and M.W. Watson. Introduction to Econometrics. Pearson Education, 3rd Edition, 2012.
(available in the Arts and Social Sciences Library, ref. HB139 STO)
The following textbooks go beyond the course content, but they may also be of interest for students:
Casella, G. and R. Berger. Statistical Inference. Duxbury Press, 2nd Edition, 2002. (available in Queen’s building library, ref. QA276 CAS)
Ruud, P.A. An Introduction to Classical Econometric Theory. Oxford University Press, 1st Edition, 2000.
(available in the Arts and Social Sciences Library, ref. HB139 RUU)