Random variable, expected value,Variance

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Discussion Overview

The discussion revolves around the concepts of expected value and variance as applied to a random variable defined by the length of the word "blue." Participants explore the calculations and definitions related to these statistical measures.

Discussion Character

  • Technical explanation
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • One participant defines a random variable x as the length of the word "blue," asserting that x = 4 and calculating the expected value as 10, which is questioned by others.
  • Another participant suggests an improvement to the expected value formula but reiterates the same expected value and variance, seeking confirmation of correctness.
  • A different participant points out that the mean (expected value) should be 4, noting that since "blue" has no variation in length, the variance is 0.
  • Further clarification is requested regarding the relationship between mean and expected value, with an emphasis on the definition of variance being 0 due to the lack of variation in the length of the word.

Areas of Agreement / Disagreement

Participants generally agree that the expected value of the length of the word "blue" is 4 and that the variance is 0. However, there is some contention regarding the calculations and definitions presented, particularly in the initial posts.

Contextual Notes

Some participants express uncertainty about the definitions and calculations of expected value and variance, indicating a need for clearer formalization of the solutions. The discussion reflects varying interpretations of statistical definitions.

Who May Find This Useful

This discussion may be useful for individuals interested in understanding the concepts of expected value and variance, particularly in the context of discrete random variables and their applications in statistics.

philipSun
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Hi.
I choose randomly a one word, and I decided to choose a word blue. Let random variable x be a length of the word blue. What is expected value and variance of a word blue?



So, random variable x = 4.

E(X) = Ʃ xi fX(xi)
i:xi∈S

x1 + x2 + x3 + x4 = 10.

expected value = 10.


Variance is

Var(X) = E[X − E(X)]^2


Var(X) = E[10 − E(4)]^2 = 6^2 = 36


Variance = 36
 
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I do a little improvement.

E(X) = Ʃ xi f(x)p(x)
i:p(x)∈S

x1 + x2 + x3 + x4 = 10.

expected value = 10. Is this correct?Variance is

Var(X) = E[X − E(X)]^2Var(X) = E[10 − E(4)]^2 = 6^2 = 36Variance = 36. Is this correct?
 
The problem as described has a mean of 4 (blue has 4 letters) and a variance of 0 (blue has 4 letters - no variation).
 
Can you formalize those solutions?

I don't understand.
Do you mean that expected value is 4 ? Mean = expected value?

And because blue has 4 letters - no variation. so variance is

Var(X) = E[4 − E(4)]^2 = 0 ??
 
Mean = expected value (almost by definition - since mean may be defined as sample mean or true mean - the expected value).

Var(X) = 0, as you described.
 

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