ST213      Half Unit
Introduction to Pricing, Hedging and Optimization

This information is for the 2022/23 session.

Teacher responsible

Prof Konstantinos Kardaras COL 6.07


This course is compulsory on the BSc in Financial Mathematics and Statistics. This course is available as an outside option to students on other programmes where regulations permit. This course is available with permission to General Course students.


MA203 Real Analysis. Must be taken with ST202 Probability, Distribution Theory and Inference.

Course content

This course introduces the concepts of valuation, hedging and portfolio selection in a discrete-time environment. Towards the end, it introduces continuous-time markets in a heuristic fashion. It covers the following topics:


• The binomial model; pricing and replication.

• Trinomial model and incompleteness, arbitrage-free price intervals.

• General discrete-time models and the fundamental theorems.

• Portfolio optimization and hedging.

• Multi-period models and backwards induction methods.

• Passage to continuous time Black & Scholes model.


This course will be delivered through a combination of classes, lectures and Q&A sessions totalling a minimum of 30 hours across Lent Term. This course includes a reading week in Week 6 of Lent Term.

Formative coursework

Students will be expected to produce 9 problem sets in the LT.

Certain problem sets will be returned with feedback.

Indicative reading

Lecture notes will be provided.


Exam (80%, duration: 2 hours, reading time: 15 minutes) in the summer exam period.
Coursework (20%).

Student performance results

(2019/20 - 2021/22 combined)

Classification % of students
First 59.6
2:1 20.2
2:2 7.7
Third 7.7
Fail 4.8

Key facts

Department: Statistics

Total students 2021/22: 40

Average class size 2021/22: 20

Capped 2021/22: No

Value: Half Unit

Guidelines for interpreting course guide information

Course selection videos

Some departments have produced short videos to introduce their courses. Please refer to the course selection videos index page for further information.

Personal development skills

  • Self-management
  • Problem solving
  • Communication
  • Application of numeracy skills
  • Specialist skills