FINA5521 Quantitative Methods in Finance
- 6 points
|Semester 1||UWA (Perth)||Face to face|
|Semester 2||UWA (Perth)||Face to face|
- This unit examines how various statistical techniques can be applied to assist in reaching optimal financial decisions. Appropriate aspects of probability theory, regression, time series and simulation analyses are covered. Practical rather than theoretical aspects through financial modelling applications such as those employed in portfolio and risk management are emphasised throughout.
- Students are able to (1) explain the concept of probability distributions of a random variable and four moments of the distribution, being the mean, variance, skewness and kurtosis; (2) provide descriptive statistics of random variable; (3) measure dependence between two random variables using correlation analysis; (4) conduct hypothesis testing and regression analysis; (5) identify and understand the properties of commonly used time series models and how to generate or simulate time series; (6) construct optimal portfolios based on the Markowitzs theory of optimal allocation of securities; (7) measure risk of an investment, e.g. value-at-risk; and (8) conduct technical and fundamental analyses.
- Indicative assessments in this unit are as follows: (1) quizzes; (2) group assignments; and (3) examination. Further information is available in the unit outline.
Supplementary assessment is not available in this unit.
- Unit Coordinator(s)
- Dr Yihui Lan
- Unit rules
- FINA5533 Finance Essentials (or equivalent)
- Contact hours
- lectures/seminars/workshops: up to 3 hours per week
- Unit Outline
- Semester 1-2020 [SEM-1-2020]
- The availability of units in Semester 1, 2, etc. was correct at the time of publication but may be subject to change.
- All students are responsible for identifying when they need assistance to improve their academic learning, research, English language and numeracy skills; seeking out the services and resources available to help them; and applying what they learn. Students are encouraged to register for free online support through GETSmart; to help themselves to the extensive range of resources on UWA's STUDYSmarter website; and to participate in WRITESmart and (ma+hs)Smart drop-ins and workshops.
- Books and other material wherever listed may be subject to change. Book lists relating to 'Preliminary reading', 'Recommended reading' and 'Textbooks' are, in most cases, available via the Booktopia Textbook Finder, which has the functionality to search by course code, course, ISBN and title, and may also be posted or available at the appropriate school's administrative offices. Where texts are listed in the unit description above, an asterisk (*) indicates that the book is available in paperback.