some accessible refs on SDE's 1. Stochastic Differential Equations: An Introduction with Applications by Bernt Oksendal Springer; 6th ed. 2003 2. An Algorithmic Introduction to Numerical Simulation of Stochastic Differential equations, by D. J. Higham, SIAM Review, Vol 43, 2001, 525--546. (also has online Matlab codes) http://www.maths.strath.ac.uk/~aas96106/algfiles.html 3. online: -http://www.taygeta.com/sde/lecture1/stokos1/stokos1.html online lectures -- brief intro to SDE's -http://www-math.bgsu.edu/~zirbel/sde/ Matlab resources for SDE's -http://www.nada.kth.se/kurser/kth/2D1269/aktuellt.html Lecture notes & other stuff from a course on SDE's numerical methods -http://math.berkeley.edu/~evans/SDE.course.pdf -http://www.math.kth.se/~szepessy/sdepde.pdf a couple of more advanced lecture notes