Article | REF: R221 V1

Statistical testing of random variables

Author: Bernard DEMOULIN

Publication date: March 10, 2013, Review date: June 1, 2021

You do not have access to this resource.
Click here to request your free trial access!

Already subscribed? Log in!


Français

3. Theoretical simulation of random processes

Theoretical simulation of random processes means carrying out numerical experiments using artificial random variables. The aim of simulation is not to reproduce the behavior of a physical system, but to reproduce its response in a statistical sense. With this in mind, Monte Carlo runs generate artificial random variables, and consequently the means available to the experimenter to simulate the statistical response of the system.

3.1 Using Monte Carlo draws to calculate integrals

Monte Carlo methods, currently known as "draws", find their etymology in the games of chance embodied by the Monte Carlo casino. However, these statistical calculation methods, borrowed from the random drawing of numbers, were not applied until 1945, in the joint work of Polish-born American...

You do not have access to this resource.

Exclusive to subscribers. 97% yet to be discovered!

You do not have access to this resource.
Click here to request your free trial access!

Already subscribed? Log in!


The Ultimate Scientific and Technical Reference

A Comprehensive Knowledge Base, with over 1,200 authors and 100 scientific advisors
+ More than 10,000 articles and 1,000 how-to sheets, over 800 new or updated articles every year
From design to prototyping, right through to industrialization, the reference for securing the development of your industrial projects

This article is included in

Instrumentation and measurement methods

This offer includes:

Knowledge Base

Updated and enriched with articles validated by our scientific committees

Services

A set of exclusive tools to complement the resources

Practical Path

Operational and didactic, to guarantee the acquisition of transversal skills

Doc & Quiz

Interactive articles with quizzes, for constructive reading

Subscribe now!

Ongoing reading
Theoretical simulation of random processes
Outline