**Introduction to Stochastic Processes**

by Gordan Žitković

**Publisher**: The University of Texas at Austin 2010**Number of pages**: 107

**Description**:

Contents: Probability review; Mathematica in 15 minutes; Stochastic Processes; The simple random walk; Generating functions; Random walks - advanced methods; Branching processes; Markov Chains; The 'Stochastics' package; Classification of States; More on Transience and recurrence; Absorption and reward; Stationary and Limiting Distribution; Solved Problems.

Download or read it online for free here:

**Download link**

(2MB, PDF)

## Similar books

**Lectures on Topics in Stochastic Differential Equations**

by

**Daniel W. Stroock**-

**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.

(

**5120**views)

**Stochastic Differential Equations: Models and Numerics**

by

**Anders Szepessy, et al.**-

**KTH**

The goal of this course is to give useful understanding for solving problems formulated by stochastic differential equations models in science, engineering and finance. Typically, these problems require numerical methods to obtain a solution.

(

**3077**views)

**Lectures on Singular Stochastic PDEs**

by

**M. Gubinelli, N. Perkowski**-

**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.

(

**2140**views)

**Advanced Stochastic Processes**

by

**Jan A. Van Casteren**-

**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.

(

**3558**views)