ETW3200 Quantitative business analysis Unit Guide Semester 1, 2010 The information contained in this unit guide is correct at time of publication. The University has the right to change any of the elements contained in this document at any time. Last updated: 25 Feb 2010 Table of Contents ETW3200 Quantitative business analysis - Semester 1, 2010...............................................................1 Chief Examiner:...............................................................................................................................1 Lecturer(s) / Leader(s):....................................................................................................................1 Berwick................................................................................................................................1 Tutor(s):.......................................................................................................................................................1 Introduction..................................................................................................................................................2 Unit synopsis...............................................................................................................................................2 Learning outcomes......................................................................................................................................2 Contact hours..............................................................................................................................................2 Further unit information...............................................................................................................................2 Workload.....................................................................................................................................................2 Unit relationships.........................................................................................................................................2 Prerequisites....................................................................................................................................2 Prohibitions......................................................................................................................................3 Teaching and learning method....................................................................................................................4 Timetable information......................................................................................................................4 Unit Schedule..................................................................................................................................4 Unit Resources............................................................................................................................................6 Prescribed text(s) and readings.......................................................................................................6 Recommended text(s) and readings................................................................................................6 Blackboard (MUSO).........................................................................................................................6 Q Manual.........................................................................................................................................7 Required software and/or hardware................................................................................................7 Assessment.................................................................................................................................................8 Assessment Summary.....................................................................................................................8 Faculty assessment policy...............................................................................................................8 Hurdle requirements........................................................................................................................8 Second marking...............................................................................................................................8 Return of final marks........................................................................................................................8 Applications for extension of time....................................................................................................8 Additional assessment information..................................................................................................8 Assessment tasks............................................................................................................................9 Assessment task 1...........................................................................................................................9 Assessment task 2...........................................................................................................................9 Assessment task 3.........................................................................................................................10 Examinations.................................................................................................................................11 Examination 1................................................................................................................................11 Special consideration.....................................................................................................................11 Assessment criteria - grading descriptors table.............................................................................12 Appendix....................................................................................................................................................13 ETW3200 Quantitative business analysis - Semester 1, 2010 Chief Examiner: Professor Robert Brooks Lecturer(s) / Leader(s): Berwick Dr Jill Wright - Lecturer - Weeks 8-13 and Unit Coordinator Professor Robert Brooks - Lecturer - Weeks 1-7 Tutor(s): 1 Introduction Welcome to ETW3200 Quantitative Business Analysis. Unit synopsis The unit presents the basic statistical and econometric methodology in model building and model evaluation in general, and the treatment of autocorrelation, lagged relationship, qualitative variables, multicollinearity and heteroscedasticity, in particular it covers estimation and evaluation of multiple regression models, and testing for the validity of various theories in the areas of business. It also introduces the recent literature on unit root and cointegration in business data analysis. EViews computer software will be used to carry out data analysis and applied research projects. Learning outcomes The learning goals associated with this unit are to: conduct linear regression analysis for business and economic applications• conduct the diagnostic tests for regression• evaluate the time series properties of business and economic time series• estimate the long run relationship among time series in business and economics• test for the causality among business and economic time series.• Contact hours One 2-hour lecture and one 1-hour tutorial per week Further unit information The tutorial is held in the hour before the lecture, and there will be a tutorial in Week 1. Workload This is a 6 credit point unit, with an expected student time commitment of 12 hours per week. The total time commitment expected for this unit is 156 hours. In addition to the 39 hours of class contact (on-campus students), you should plan to spend an additional 117 hours during the semester in study for this unit. This includes time spent in preparing for and completing assessment tasks, together with time spend in general study, revision and examination preparation. Unit relationships Prerequisites ETW2111 or ETX2121 ETW3200 Quantitative business analysis - Semester 1, 2010 2 Prohibitions ETC2400, ETC2410, ETC3440, ETC4344 ETW3200 Quantitative business analysis - Semester 1, 2010 3 Teaching and learning method This unit will be presented in a 2 hour lecture and a 1 hour tutorial each week for 13 weeks. Computer lab/Tutorial: Tuesday 11.00 - 12.00, Location BE903/G100 Lecture: Tuesday 12.00 - 2.00 - Location: BE902/G68 The tutorial classes are mostly lab sessions where EVIEWS are used with actual data sets. All course materials, including lecture notes, tutorial materials, data sets, and assignments, can be accessed by logging into the unit home page. You should download lecture notes, tutorial questions and data sets from the unit home page and bring them to lectures or tutorials. Timetable information For information on your timetable, including tutorial allocation if required, please refer to: http://allocate.its.monash.edu.au/ Unit Schedule Week Topic References/Readings Key dates 1 Regression: Basics and simple regression Chapters 1, 2 2 Statistical Inference: Confidence intervals and Hypothesis testing Chapter 3 3 Goodness to Fit: R2 and Functional Forms Chapter 4 4 Multiple Regression: Estimation Chapter 5 5 Multiple Regression: Testing Chapter 6 Mid semester break 6 Dummy Variables: Dummy variable models Chapter 7 7 Heteroskedasticity: Concept, Testing and GLS Chapter 8 8 Autocorrelation: Concept, Testing and GLS Chapter 9 9 Simultaneous Equation Models: Identification and 2-stage Least squares estimation Chapter 11 10 Time Series Analysis: Stationarity, Random Walk, Spurious Regression Chapter 12 11 Unit Root Testing and Cointegration: Estimation and Testing Chapter 12 12 Cointegration: Review Chapter 12 13 UNIT REVISION: (According to university regulations, week 13 is revision week) Tutorial Program For details of the weekly tutorial program please see the weekly program unit's MUSO site. Students should note that the lecture and tutorial programs outlined above are a guide to the material to be covered in this unit and not a definitive statement of when that material will be ETW3200 Quantitative business analysis - Semester 1, 2010 4 covered. Specific details relating to the timing will be discussed in lectures and tutorials and posted on MUSO unit website. ETW3200 Quantitative business analysis - Semester 1, 2010 5 Unit Resources Prescribed text(s) and readings Hill, R.C., Griffiths, W.E and G.C. Lim (2008), Principles of Econometrics, Third Edition, John Wiley & Sons Griffiths, W.E., R.C. Hill and G.C. Lim (2008), Using EViews for Principles of Econometrics, Third Edition, John Wiley & Sons Recommended text(s) and readings Blackboard (MUSO) All unit and lecture materials, plus other information of importance to students, are available through the MUSO (Monash University Studies Online) site. You can access MUSO via the My.Monash Portal: http://my.monash.edu.au • Under “Online Systems” click the MUSO hyperlink In order for your MUSO unit(s) to function correctly, your computer needs to be set up and certain programs may need to be installed such as a compatible Java version (eg version 1.5.0). This can easily be done by going to http://www.monash.edu.au/muso/support/students/browserset.html to update the relevant software. You can contact MUSO Support by: Jobdesk: http://jobdesk.monash.edu.au/login/index.cfm?jobdesk_id=14 Email: muso.support@calt.monash.edu.au Phone: (+61 3) 9903-1268 Operational hours (Monday – Thursday) – local time Australia: 8 am to 10 pm (8pm Non Teaching period) Malaysia: 6 am to 8 pm (6 pm Non Teaching period) South Africa: 11pm to 1pm (11 am Non Teaching period) Operational hours (Friday) – local time Australia: Australia: 8 am to 8 pm Malaysia: 6 am to 6 pm South Africa: 11pm to 11 am Operational hours (Saturday-Sunday) – local time (Teaching and Exam Period Only) Australia: 1 pm to 5 pm Malaysia: 11 am to 3 pm South Africa: 4 am to 8 am Further information can be obtained from the following site http://www.monash.edu.au/muso/support/index.html ETW3200 Quantitative business analysis - Semester 1, 2010 6 Q Manual For referencing, essay/report writing structure, etc. url: http://www.buseco.monash.edu.au/publications/qmanual Required software and/or hardware EVIEWS computer software will be used to carry out data analysis and applied research projects. It is available in the Computer labs G99 and G100 at Berwick campus. A student version is also included with the EViews textbook supplement. The textbook, supplement, and EViews software are available from the Berwick campus bookstore as a shrink-wrapped package, at a considerable saving. ETW3200 Quantitative business analysis - Semester 1, 2010 7 Assessment Assessment Summary Within semester assessment: 50% Examination (2 hours): 50% Faculty assessment policy For information regarding assessment policy, please refer to the appendix at the end of this Unit Guide. Hurdle requirements Your final mark in the unit will be the sum of the marks obtained in the individual assessment items except in the case where you fail the unit solely because of failure to satisfy the hurdle requirement. The learning objectives for this unit require a student to demonstrate the acquisition of a comprehensive understanding of the topics covered by this unit in the final exam. Consistent with these learning objectives you must obtain a mark of 50 or more on the aggregate of your individual assessment items and a mark of at least 40% on the final exam to obtain a passing grade in this unit. The final exam performance is the hurdle requirement for this unit and where you fail the unit solely because of failure to satisfy the hurdle requirement a final mark of 45 will be returned. Second marking For information regarding second marking practice, please refer to http://www.buseco.monash.edu.au/asg/agu/policies/written-assign.html#secmark Return of final marks The final mark that a student receives for a unit will be determined by the Board of Examiners on the recommendation of the Chief Examiner taking into account all aspects of assessment. The final mark for this unit will be released by the Board of Examiners on the date nominated in the Faculty Calendar. Applications for extension of time For information regarding extensions of time, please refer to http://www.buseco.monash.edu.au/asg/agu/policies/written-assign.html#extoftime Additional assessment information Faculty Style Guide: Work submitted for this assessment must follow the Faculty Style as outlined in the Faculty Q Manual. Copies of this Manual can be obtained at the bookshp or on line at: http://www.buseco.monash.edu.au/publications/qmanual/ ETW3200 Quantitative business analysis - Semester 1, 2010 8 Assessment tasks Assessment task 1 Title: Assignment 1 Learning objectives assessed: Tests objectives 1 & 2. Assignment 1 is focused on the estimation and interpretation of results from the multiple regression model. The econometric modelling work will be done using Eviews. Weighting: 15% Task details: The assignment questions and data are available on the ETW3200 website at Home Page>Assessment>Assignment 1 Note: For all tests clearly state the null and alternative hypotheses, the statistic and distribution that you use, and the associated p-values or critical values. Copy and paste output from Eviews in to your Word document in the place where that output is relevant to the question. Due date: 5:00pm on Thursday April 1 2010. Submission details: Assignments can be submitted in either of two ways: Reports should be placed in Robert Brooks’ mailbox at the Berwick campus, although an email submission to robert.brooks@buseco.monash.edu.au is also acceptable. In the case of email submission, a signed coversheet should be submitted at the next lecture. Note that this is an individual project. Your report should be a Microsoft Word document. Return of marks: Assignments will be returned to students within eleven working days of submission Assessment coversheet: Work submitted for assessment must be accompanied by a completed copy of the Assignment cover sheet which has been signed by the student. NO Assignment will be accepted or marked if it is not accompanied by a signed Assignment cover sheet. Assignments which are lodged electronically must be sent from Your.Name@student.monash.edu.au email address and must include an electronic copy of the Assignment cover sheet. Alternatively the signed cover sheet can be submitted at the next lecture. Electronic lodgement from any other email addresses will not be accepted. • Assessment task 2 Title: Assignment 2 Learning objectives assessed: Tests objectives 1 & 2 - Assignment 2 follows on from Assignment 1 and uses those results as a base for conducting diagnostic tests on the regression model results. The econometric modelling work will be done using Eviews. • ETW3200 Quantitative business analysis - Semester 1, 2010 9 Weighting: 15% Task details: Note: For all tests clearly state the null and alternative hypotheses, the statistic and distribution that you use, and the associated p-values or critical values. Copy and paste output from Eviews in to your Word document in the place where that output is relevant to the question. The assignment questions and data are available on the ETW3200 website at Home Page>Assessment>Assignment 2 Due date: 5:00pm on Friday May 7 2010 Submission details: Reports should be placed in Rob Brooks’ mailbox at the Berwick campus, although an email submission to robert.brooks@buseco.monash.edu.au is also acceptable. In the case of email submission, a signed coversheet should be submitted at the next lecture. Note that this is an individual assignment. Your report should be a Microsoft Word document. Return of marks: Assignments willa be returned to students within eleven working days of submission Assessment coversheet: Work submitted for assessment must be accompanied by a completed copy of the Assignment cover sheet which has been signed by the student. NO Assignment will be accepted or marked if it is not accompanied by a signed Assignment cover sheet. Assignments which are lodged electronically must be sent from Your.Name@student.monash.edu.au email address and must include an electronic copy of the Assignment cover sheet. Alternatively the signed cover sheet can be submitted at the next lecture. Electronic lodgement from any other email addresses will not be accepted. Assessment task 3 Title: Learning objectives assessed: Tests objectives 3, 4 and 5. Assignment 3 is focused on time series analysis and the application of unit root testing and cointegration analysis techniques. The econometric modelling work will be done using Eviews. Weighting: 20% Task details: This project is about the identification, analysis and modelling of time series taking explicit account of their non-stationarity. For the project you may study any two time series that you wish, although the time series you select to analyse must be found to be I(1) when you apply the ADF tests. The assignment questions are available on the ETW3200 website at Home Page>Assessment>Assignment 3 Note. Where statistical inference is conducted, write clearly the null and alternative hypotheses, the critical value you use, the level of significance, the distribution you use, and your decision. Your report should be typed on A4 papers, and your EVIEWS output may be included in your report or attached to your report. • ETW3200 Quantitative business analysis - Semester 1, 2010 10 Due date: 5pm of Friday 28 May 2010. Submission details: Assignments can be submitted in either two ways: 1. By lodgement in Jill Wright's mailbox in Buiding 901 at the Berwick Campus. 2. By email to jill.wright@buseco.monash.edu.au . If you submit by email you must either send a scanned signed copy of the assignment cover sheet, or bring a signed copy of the cover sheet to the next class. Return of marks: Assignments will be returned to students within eleven working days of submission Assessment coversheet: Work submitted for assessment must be accompanied by a completed copy of the Assignment cover sheet which has been signed by the student. NO Assignment will be accepted or marked if it is not accompanied by a signed Assignment cover sheet. Assignments which are lodged electronically must be sent from Your.Name@student.monash.edu.au email address and must include an electronic copy of the Assignment cover sheet. Alternatively the signed cover sheet can be submitted at the next lecture. Electronic lodgement from any other email addresses will not be accepted. Examinations Examination 1 Weighting: 50% Duration: 2 hours Type (open/closed book): Closed book Materials examinable: The exam will cover all of the materials presented in the lectures and tutorials, as well as the work covered in the assignments. Remarks: This examination will be held during the official examination period. The examination timetable which provides full details of the examination schedule can be accessed through the my.monash.portal. The exam will be closed book and will focus on the interpretation of econometric modelling results. • Special consideration For information regarding special consideration, please refer to the appendix at the end of this Unit Guide. ETW3200 Quantitative business analysis - Semester 1, 2010 11 Assessment criteria - grading descriptors table High Distinction (80%+) Distinction (70 - 79%) Credit (60 - 69%) Pass (50 - 59%) Fail (Less than 50%) General description Outstanding or exceptional work in terms of understanding, interpretation and presentation A very high standard of work which demonstrates originality and insight Demonstrates a high level of understanding and presentation and a degree of originality and insight Satisfies the minimum requirements Fails to satisfy the minimum requirements Reading Strong evidence of independent reading beyond core texts and materials Evidence of reading beyond core texts and materials Thorough understanding of core texts and materials Evidence of having read core texts and materials Very little evidence of having read any of the core texts and materials Knowledge of topic Demonstrates insight, awareness and understanding of deeper and more subtle aspects of the topic. Ability to consider topic in the broader context of the discipline Evidence of an awareness and understanding of deeper and more subtle aspects of the topic Sound knowledge of principles and concepts Knowledge of principles and concepts at least adequate to communicate intelligently in the topic and to serve as a basis for further study Scant knowledge of principles and concepts Articulation of argument Demonstrates imagination or flair. Demonstrates originality and independent thought Evidence of imagination or flair. Evidence of originality and independent thought Well-reasoned argument based on broad evidence Sound argument based on evidence Very little evidence of ability to construct coherent argument Analytical and evaluative skills Highly developed analytical and evaluative skills Clear evidence of analytical and evaluative skills Evidence of analytical and evaluative skills Some evidence of analytical and evaluative skills Very little evidence of analytical and evaluative skills Problem solving Ability to solve very challenging problems Ability to solve non-routine problems Ability to use and apply fundamental concepts and skills Adequate problem-solving skills Very little evidence of problem-solving skills Expression and presentation appropriate to the discipline Highly developed skills in expression and presentation. Well developed skills in expression and presentation. Good skills in expression and presentation. Accurate and consistent acknowledgement of sources. Adequate skills in expression and presentation Inadequate skills in expression and presentation. Inaccurate and inconsistent acknowledgement of sources. Source: University of Adelaide 2005 ETW3200 Quantitative business analysis - Semester 1, 2010 12 Appendix Please visit the following URL: http://www.buseco.monash.edu.au/unit-guide/appendix.html for further information about: Continuous improvement• Assessment policy• Grading Scale policy• Special consideration• Plagiarism, cheating and collusion• Plagiarism register• Non-discriminatory language• Students with disabilities• Using the University’s computer and IT facilities• Faculty policies• Related links• ETW3200 Quantitative business analysis - Semester 1, 2010 13