MTH2222 Mathematics of uncertainty
Faculty of Science
MTH2222 Mathematics of uncertainty is a level 2, 6-credit-point, undergraduate unit from the Faculty of Science, offered in 2023 in Semester 1 at Clayton. It needs MTH1030, MTH1035 or ENG1005 and unlocks 7 units, leading on to 26 units in all.
- Credit points
- 6
- Offered in 2023
- Semester 1
- Clayton
- Assessment
- Exam 60%
- and 1 other task
This is the 2023 handbook entry. See the 2027 entry.
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Requisites
Before MTH2222
Prerequisites
Pass these before you enrol.
Corequisites
Pass these before, or take them in the same semester.
- MTH2010Multivariable calculusNo reviews yet
- MTH2040Mathematical modellingNo reviews yet
- MTH2015Multivariable calculus (advanced)No reviews yet
- ENG2005Advanced engineering mathematicsNo reviews yet
- MTH2021Linear algebra with applicationsNo reviews yet
- MTH2019Multivariate mathematics for data scienceNo reviews yet
- MTH2025Linear algebra (Advanced)No reviews yet
After MTH2222
7 units list MTH2222 as a prerequisite or corequisite.
- ADS3001Advanced data challengesNo reviews yet
- ETC3420Applied insurance methodsNo reviews yet
- ETC5342Applied insurance methodsNo reviews yet
- MTH2232Mathematical statisticsNo reviews yet
- MTH3230Time series and random processes in linear systemsNo reviews yet
- MTH3241Random processes in the sciences and engineeringNo reviews yet
- MTH3251Financial mathematicsNo reviews yet
Overview
Introduction to probability - a mathematical treatment. Topics include: probability axioms, conditional probabilities and the law of total probability, discrete and continuous random variables, univariate and multivariate distributions, independence and conditioning, conditional distributions and conditional expectations, moment generating functions, simulation, the law of large numbers and the central limit theorem.
Offerings in 2023
| Teaching period | Campus | Mode |
|---|---|---|
| First semester | Clayton | On campus |
Assessment
- Continuous assessmentOther40%
- Examination (3 hours and 10 minutes)ExamThreshold hurdle60%
Learning outcomes
When you finish this unit, you should be able to:
- 1
Understand the basic concepts of probability including conditioning and independence, univariate and multivariate probability distributions, expectations, generating functions and limit theorems;
- 2
Appreciate the relevance of probability models to a variety of areas including Science, Engineering, Actuarial Science and Finance;
- 3
Derive means, variances, moments and distributions in a variety of univariate and multivariate contexts;
- 4
Use conditioning and moment generating functions to solve a variety of problems involving two or more events or random variables;
- 5
Understand the way random numbers are generated;
- 6
Formulate in probabilistic terms real-life situations involving uncertainty.
Workload and teaching
- Lectures36 hours
- Applied sessions22 hours
- Three 1-hour lectures;
- One 2-hour applied class (in weeks 2-12) and
- 7 hours of independent study per week.
Learning resources
Required resources
Dimitri P. Bertsekas and John N. Tsitsiklis, Introduction to Probability, Athena Scientific, 2002.
Where it fits
MTH2222 is part of 10 areas of study in the 2023 handbook.
- APPLMTH07Additional extended major elective unitApplied mathematicsNo reviews yet
- FININMAT04Option 2Financial and insurance mathematicsNo reviews yet
- MTHSTAT05Level 2 unitsMathematical statisticsNo reviews yet
- MTHSTAT06Core unitsMathematical statisticsNo reviews yet
- MTHSTAT07Level 2 and 3 unitsMathematical statisticsNo reviews yet
- MATHS07Mathematics elective unitMathematicsNo reviews yet
- MATHS09Mathematics elective unitsMathematicsNo reviews yet
- MATHS11Mathematics elective unitsMathematicsNo reviews yet
- MATPURE09Pure mathematics elective unitsPure mathematicsNo reviews yet
- MATPURE11Pure mathematics elective unitsPure mathematicsNo reviews yet
Contacts
- Unit Coordinators
- Associate Professor Andrea Collevecchio
- Chief Examiners
- Associate Professor Andrea Collevecchio
Common questions
What are the prerequisites for MTH2222?
You need MTH1030, MTH1035 or ENG1005 before you enrol; and MTH2010, MTH2040, MTH2015, ENG2005, MTH2021, MTH2019 or MTH2025 before or alongside it.
What can I take after MTH2222?
MTH2222 is a prerequisite or corequisite for 7 units, including ADS3001, ETC3420, ETC5342, MTH2232, MTH3230 and MTH3241. Those lead on to 26 units in all.
When is MTH2222 offered?
In 2023, MTH2222 runs in Semester 1 at Clayton.
Does MTH2222 have an exam?
Yes. The exam is worth 60% of the final mark, alongside 1 other task.
Which majors and minors include MTH2222?
MTH2222 is part of Applied mathematics; Financial and insurance mathematics; Mathematical statistics; Mathematics; and Pure mathematics.