Expectation of an absolute value

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SUMMARY

The discussion centers on calculating the expectation of the absolute value of the sum of two random variables, specifically E(|a+b|), given that E(a) = 0 and E(b) = x, where x is a known positive constant. It is established that E(|a+b|) is at least as large as |E(a+b)|, which simplifies to |x| = x. The participants emphasize the importance of understanding the properties of expectation operators in this context.

PREREQUISITES
  • Understanding of expectation operators in probability theory
  • Familiarity with random variables and their properties
  • Knowledge of basic inequalities in statistics, such as the triangle inequality
  • Concept of absolute values in mathematical expressions
NEXT STEPS
  • Study the properties of expectation operators in probability theory
  • Learn about the triangle inequality and its applications in statistics
  • Explore the concept of moment generating functions for random variables
  • Investigate the implications of Jensen's inequality in relation to expectations
USEFUL FOR

Students in statistics or probability theory, mathematicians focusing on expectation calculations, and anyone interested in understanding the properties of random variables and their expectations.

kungal
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Homework Statement



I have

Code:
E(a) = 0, E(b) = x but E(|a+b|)=??
where E is the expectations operator and x is a known constant which is greater than zero.

Homework Equations





Any one know how I would go about determining E(|a+b|)?
 
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hmm...all I know is that E(|a+b|) >= |E(a+b)| = |E(a) + E(b)| = |x| = x. I hope this helps?
 

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