Logo

Lectures on Stochastic Processes

Small book cover: Lectures on Stochastic Processes

Lectures on Stochastic Processes
by

Publisher: Tata Institute of Fundamental Research
Number of pages: 207

Description:
In this course of lectures the author discusses the elementary parts of Stochastic Processes from the view point of Markov Processes. Topics covered: Markov Processes; Srong Markov Processes; Multi-dimensional Brownian Motion; Additive Processes; Stochastic Differential Equations; Linear Diffusion.

Home page url

Download or read it online for free here:
Download link
(multiple formats)

Similar books

Book cover: Stochastic Analysis - NotesStochastic Analysis - Notes
by
A gentle introduction to the mathematics of Stochastic Analysis. From the table of contents: Introduction; Conditional expectation; Martingales; Stochastic integration - informally; Wiener process; Ito's formula; Bibliography.
(15217 views)
Book cover: Advanced Stochastic ProcessesAdvanced Stochastic Processes
by - Bookboon
In this book, which is basically self-contained, the following topics are treated thoroughly: Brownian motion as a Gaussian process, Brownian motion as a Markov process, Brownian motion as a martingale, Markov chains, renewal theory, etc.
(7962 views)
Book cover: Lectures on Topics in Stochastic Differential EquationsLectures on Topics in Stochastic Differential Equations
by - Tata Institute of Fundamental Research
The author's purpose in these lectures was to provide some insight into the properties of solutions to stochastic differential equations. In order to read these notes, one need only know the basic Ito theory of stochastic integrals.
(9977 views)
Book cover: Lectures on Singular Stochastic PDEsLectures on Singular Stochastic PDEs
by - arXiv
The aim is to introduce the basic problems of non-linear PDEs with stochastic and irregular terms. We explain how it is possible to handle them using two main techniques: the notion of energy solutions and that of paracontrolled distributions.
(6639 views)