New Reply

Expected Value and First Order Stochastic Dominance

 
Share Thread Thread Tools
Feb4-13, 03:21 PM   #1
 

Expected Value and First Order Stochastic Dominance


Dear All:

Given two random variables X and Y, if I have established the relationship E[X]>=E[Y], does this necessarily imply that X must have a first-order-stochastic dominance over Y?

I know that first order stochastic dominance implies that the mean value of the dominating random variable be greater than the other variable but I am trying to find out whether the reverse must hold.

Thanks in advance.
Regards.
PhysOrg.com
PhysOrg
mathematics news on PhysOrg.com

>> Mathematicians analyze social divisions using cell phone data
>> Can math models of gaming strategies be used to detect terrorism networks?
>> Mathematician proves there are infinitely many pairs of prime numbers less than 70 million units apart
Feb4-13, 03:30 PM   #2
 
Recognitions:
Science Advisor Science Advisor
Quote by odck11 View Post
Dear All:

Given two random variables X and Y, if I have established the relationship E[X]>=E[Y], does this necessarily imply that X must have a first-order-stochastic dominance over Y?

I know that first order stochastic dominance implies that the mean value of the dominating random variable be greater than the other variable but I am trying to find out whether the reverse must hold.

Thanks in advance.
Regards.
Not necessarily. Let X have two states 10 and 0, while Y has two states 2 and 1, both with equal probability. E(X) = 5, E(Y) = 1.5, but X does not dominate Y.
Feb4-13, 03:46 PM   #3
 
Great! Thanks a lot. That's what I guessed too but just wanted to make sure. I appreciate your fast reply.
New Reply

Tags
means, stochastic dominance
Thread Tools


Similar Threads for: Expected Value and First Order Stochastic Dominance
Thread Forum Replies
Matter dominance Cosmology 1
Stochastic Processes, Poisson Process | Expected value of a sum of functions. Calculus & Beyond Homework 2
Order Statistics, Unbiasedness, and Expected Values Calculus & Beyond Homework 2
Incomplete Dominance and Codominance Biology 1
Expected value of a third order statistic? Calculus & Beyond Homework 1