A property of expectation---additive

Source: Internet
Author: User

One of the motivations to write this article is this question:

http://acm.hdu.edu.cn/showproblem.php?pid=5194

This is the first question of the BESTCODER35 competition. Thought for a long while only violent methods. Attach the answer given by the author of the original question:

The title means:

n a black ball, m a white ball. Now don't put back the ball until there is no ball to take. Take out the black Note 1. The white Note 0. Expectation of the number of "01" occurrences of the entire sequence


The additive of expectation is mentioned in the original solution. Woo, this time has been forgotten. Today, when you are ready to review the probability of a certain knowledge point, by the way review this nature.

This property is:

E (x+y) =e (X) +e (Y);

The proof is as follows:

Note that x, Y independence is not required in the certification process.

This is what I want to say the nature ~.


Back to the topic:

In this topic, we can define the random variable XI as:


Then there are:

x=x1+x2+x3+ ...

and, E (xi) =p (xi=1) = (m/m+n) (n/m+n-1)

Then E (X) =e (x1+x2+x3+ ... X (m+n-1))

=e (1) +e (2) +...+e (m+n-1)

=mn/(M+n)


The "Probability Theory and Mathematical statistics" of the Higher Education Society there is an example in the teacher's book, which is also attached here for comparison.

Note that the emphasis on independence in this topic is to calculate probabilities. The desired additive does not need to be independent.





Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.