Logo

Stochastic Differential Equations: Models and Numerics

Small book cover: Stochastic Differential Equations: Models and Numerics

Stochastic Differential Equations: Models and Numerics
by

Publisher: KTH
Number of pages: 202

Description:
The goal of this course is to give useful understanding for solving problems formulated by stochastic differential equations models in science, engineering and mathematical finance. Typically, these problems require numerical methods to obtain a solution and therefore the course focuses on basic understanding of stochastic and partial differential equations to construct reliable and efficient computational methods.

Download or read it online for free here:
Download link
(2.3MB, PDF)

Similar books

Book cover: Probability Theory and Stochastic Processes with ApplicationsProbability Theory and Stochastic Processes with Applications
by - Overseas Press
This text covers material of a basic probability course, discrete stochastic processes including Martingale theory, continuous time stochastic processes like Brownian motion and stochastic differential equations, estimation theory, and more.
(12199 views)
Book cover: Lectures on Stochastic Differential Equations and Malliavin CalculusLectures on Stochastic Differential Equations and Malliavin Calculus
by - Tata Institute of Fundamental Research
The author's main purpose in these lectures was to study solutions of stochastic differential equations as Wiener functionals and apply to them some infinite dimensional functional analysis. This idea was due to P. Malliavin.
(10200 views)
Book cover: Applied Stochastic Processes in Science and EngineeringApplied Stochastic Processes in Science and Engineering
by - University of Waterloo
This book is designed as an introduction to the ideas and methods used to formulate mathematical models of physical processes in terms of random functions. A senior undergraduate course offered to students with a suitably mathematical background.
(8168 views)
Book cover: Nonlinear Parameter Estimation: An Integrated System in BasicNonlinear Parameter Estimation: An Integrated System in Basic
by - Marcel Dekker Inc
This book and software collection is intended to help scientists, engineers and statisticians in their work. We have collected various software tools for nonlinear parameter estimation, along with representative example problems.
(15004 views)