• Offered by Rsch Sch of Finance, Actuarial Studies & App Stats
• ANU College ANU College of Business and Economics
• Course subject Statistics
• Areas of interest Actuarial Studies, Finance, Statistics
• Mode of delivery In Person
• Co-taught Course
• Offered in Second Semester 2018
Introduction to Stochastic Processes (STAT7004)

An introduction to stochastic processes, which are random processes occurring in time or space.

They are used to model dynamic relationships involving random events in a wide variety of disciplines including the natural and social sciences, and in financial, managerial and actuarial settings.

The course consists of a short review of basic probability concepts and a discussion of conditional probability and conditional expectation, followed by an introduction to the basic concepts and an investigation of the long-run behaviour of  Markov chains in discrete time, countable state space. The course also covers some important continuous-time stochastic processes including Poisson processes and other Markov pure jump processes, as well as Brownian motion and other related Gaussian processes as time permits.

## Learning Outcomes

On satisfying the requirements for this course, students will have the knowledge and skills to:
1 Demonstrate the concepts and investigation of the long-run behavior, respectively, of simple stochastic processes in discrete time; namely, Markov chains.
2 Demonstrate in detail the various topics of continuous-time stochastic processes, with topics drawn from:
a Poisson Processes
b other Markov pure jump processes
c Brownian motion
d Other related Gaussian processes

## Indicative Assessment

Typical assessment may include, but is not restricted to: quizzes, mid-semester examination and a final examination.

The ANU uses Turnitin to enhance student citation and referencing techniques, and to assess assignment submissions as a component of the University's approach to managing Academic Integrity. While the use of Turnitin is not mandatory, the ANU highly recommends Turnitin is used by both teaching staff and students. For additional information regarding Turnitin please visit the ANU Online website.

## Requisite and Incompatibility

Prerequisite: STAT6039 Introductory Mathematical Statistics. Incompatible with STAT2005.

## Assumed Knowledge

Students will require a good background in introductory mathematical statistics  and probability concepts, including  random variables, probability distributions, etc.

## Fees

Tuition fees are for the academic year indicated at the top of the page.

If you are a domestic graduate coursework or international student you will be required to pay tuition fees. Tuition fees are indexed annually. Further information for domestic and international students about tuition and other fees can be found at Fees.

Student Contribution Band:
Band 2
Unit value:
6 units

If you are an undergraduate student and have been offered a Commonwealth supported place, your fees are set by the Australian Government for each course. At ANU 1 EFTSL is 48 units (normally 8 x 6-unit courses). You can find your student contribution amount for each course at Fees.  Where there is a unit range displayed for this course, not all unit options below may be available.

Units EFTSL
6.00 0.12500

## Course fees

Domestic fee paying students
Year Fee
2018 \$3660
International fee paying students
Year Fee
2018 \$5160
Note: Please note that fee information is for current year only.

## Offerings and Dates

The list of offerings for future years is indicative only

### Second Semester

Class number Class start date Last day to enrol Census date Class end date Mode Of Delivery
9716 23 Jul 2018 30 Jul 2018 31 Aug 2018 26 Oct 2018 In Person