KTH Mathematics  


Mathematical Statistics

The aim of the course is to introduce basic theories and methods in stochastic calculus for applications in stochastic control & optimization, financial mathematics and signal theory.

Prerequisities:
SF 2940 Probability Theory or equivalent course.

Examination:

There will be a written examination on Wednesday December 12, 2012, 8.00-13.00. Registration for the written examination via "mina sidor"/"my pages" is required. The time intevall during which registration shall be made will be announced later. Registration requests otherwise addressed will not be processed. Grades are set according to the quality of the written examination. Grades are given in the range A-F, where A is the best and F means failed, and Fx. Fx means that you have the right to a complementary examination (to reach the grade E). The criteria for Fx is a grade F on the exam, and that an isolated part of the course can be identified where you have shown a particular lack of knowledge and that the examination after a complementary examination on this part can be given the grade E.
One additional written examination will be given, the date will be announced later.

Homework:
There will be two homework assignments. Note that solving the homework assignments are NOT a requirement for passing the course. You must work individually. Correctly solved homework assignments handed in on time will result in that you will not have to solve parts of or the whole of the first exercise on the first exam after the deadline of the homework assignement.

Course literature:
Boualem Djehiche: Stochastic Calculus. An Introduction with Applications.
Available from "Studentexpeditionen", Lindstedtsvägen 25.

Extra material about integration theory and probability theory will be handed out.

Preliminary plan (CL=Camilla Landen, JN=Johan Nykvist) 

Day Date Time Place Topic Lecturer
Wed 24/10 13-15 Q2
Integration theory
CL
Fri 26/10 13-15 Q2
Probability theory
CL
Mon 29/10 13-15 E3
Conditional expectation
CL
Wed 31/10 13-15 Q2
Martingales in discrete time
CL
Fri 2/11 13-15 Q2
Exercise
JN
Mon 5/11 8-10 Q2
Stochastic integrals in discrete time
CL
Wed 7/11 13-15 Q2
Exercise
JN
Fri 9/11 13-15 Q2
Discrete Brownian motion
CL
Mon 12/11 8-10 Q2
Girsanov's theorem
CL
Wed 14/11 13-15 Q2
Martingales in continuous time
CL
Fri 16/11 13-15 Q2
Exercise
JN
Mon 19/11 8-10 Q2
Brownian motion
CL
Wed 21/11 13-15 Q2
Ito integrals
CL
Fri 23/11 13-15 Q2
Exercise
JN
Mon 26/11 8-10 Q2
Ito's formula and applications
CL
Wed 28/11 13-15 Q2
Stochastic differential equations
CL
Fri 30/11 13-15 Q2
Exercise
JN
Mon 3/12 8-10 Q2
Diffusion processes
CL
Wed 5/12 13-15 Q2
Martingale representation
CL
Fri 7/12 13-15 Q2
Exercise
JN

Welcome, we hope you will enjoy the course!

Camilla and Johan


To course web page

Published by: Camilla Landen
Updated: 18/10-2012