Coronavirus (COVID-19) Update
Due to the Coronavirus (COVID-19) pandemic, any references to assessment tasks and on-campus delivery may no longer be up-to-date on this page.
Students should consult iLearn for revised unit information.
Find out more about the Coronavirus (COVID-19) and potential impacts on staff and students
Unit convenor and teaching staff |
Unit convenor and teaching staff
Xian Zhou
Angela Chow
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---|---|
Credit points |
Credit points
10
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Prerequisites |
Prerequisites
(ACST255 or ACST2055) and (STAT272 or STAT2372)
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Corequisites |
Corequisites
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Co-badged status |
Co-badged status
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Unit description |
Unit description
This unit develops probabilistic and statistical models for survival and death, health and sickness, loss and claims, and other insurance related problems. Students will learn sophisticated mathematical and statistical methods to estimate lifetime distributions and model parameters; evaluate estimation quality and errors; assess the effects of covariates and risk factors; and test the appropriateness and validity of the models. Survival analysis for censored and truncated data, Cox proportional hazards models with covariates, and Markov processes for multiple state models, will be discussed and studied in details. Students gaining a Credit average in both ACST3058 and ACST3059 (minimum mark of 60) will satisfy the requirements for exemption from professional subject CT4 of the Actuaries Institute. |
Information about important academic dates including deadlines for withdrawing from units are available at https://www.mq.edu.au/study/calendar-of-dates
On successful completion of this unit, you will be able to:
Coronavirus (COVID-19) Update
Assessment details are no longer provided here as a result of changes due to the Coronavirus (COVID-19) pandemic.
Students should consult iLearn for revised unit information.
Find out more about the Coronavirus (COVID-19) and potential impacts on staff and students
Open-book final examination:
Assessment marks:
Extensions and penalties on within session assessment tasks:
Coronavirus (COVID-19) Update
Any references to on-campus delivery below may no longer be relevant due to COVID-19.
Please check here for updated delivery information: https://ask.mq.edu.au/account/pub/display/unit_status
Classes
Technology Used and required:
Required unit materials and/or recommended readings:
Coronavirus (COVID-19) Update
The unit schedule/topics and any references to on-campus delivery below may no longer be relevant due to COVID-19. Please consult iLearn for latest details, and check here for updated delivery information: https://ask.mq.edu.au/account/pub/display/unit_status
Week 1: Principle of actuarial modelling; Probability models
Week 2: Survival analysis; Estimation of survival distributions
Week 3: Estimation of survival distributions; Variance estimation
Week 4: Variance estimation and confidence intervals
Week 5: Cox proportional hazards models
Week 6: Cox proportional hazards models; Stochastic processes
Week 7: Assignment 1; holiday (Friday)
Week 8: Markov chains
Week 9: Markov chains; Markov jump processes
Week 10: Markov jump processes
Week 11: Markov jump processes; Applications of Markov processes
Week 12: Applications of Markov processes; Assignment 2
Week 13: Revision
Note: This is only a tentative schedule. The actual schedule will be adjusted from time to time in accordance with the progress of lectures.
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Supplementary exams
Information regarding supplementary exams, including dates, is available at: http://www.businessandeconomics.mq.edu.au/current_students/undergraduate/how_do_i/disruption_to_studies
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