Computing the Mean of a Geometric Distribution

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SUMMARY

The discussion focuses on computing the mean of a geometric distribution, specifically addressing the formula E(X) = Σ (k * q^(k-1) * p) where q = 1 - p. Participants are guided through rewriting the summation using calculus, specifically the derivative with respect to q, and evaluating the resulting geometric series. The final goal is to simplify the expression by substituting q with 1 - p, leading to a polynomial quotient. The discussion emphasizes the necessity of showing an attempt at a solution for further assistance.

PREREQUISITES
  • Understanding of geometric distributions and their properties
  • Familiarity with summation notation and series
  • Basic calculus, specifically differentiation techniques
  • Knowledge of polynomial functions and simplification methods
NEXT STEPS
  • Study the properties of geometric distributions and their expected values
  • Learn about evaluating geometric series and their applications
  • Practice differentiation techniques, particularly in the context of series
  • Explore polynomial simplification methods in mathematical expressions
USEFUL FOR

Students studying probability theory, mathematicians focusing on statistical distributions, and educators teaching concepts related to geometric distributions and calculus.

shawn26
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Homework Statement


Problem H-10. We will compute the mean of the geometric distribution. (Note: It's also possible to
compute E(X^2) and then Var(X) = E(X^2)−(E(X))^2 by steps similar to these.)

(a) Show that
E(X) = (k=1 to infinity summation symbol) (k *q^k−1* p)
where q = 1−p.

(b) Show that the above summation can be rewritten as follows:
E(X) = p* d/dq (k=1 to infinity summation symbol) q^k

(c) The sum in part (b) is a geometric series. Evaluate the geometric series; replace the sum in (b) by this value; and do the derivative d/dq. The final answer will be a quotient of polynomials involving p
and q; there will not be an in nite sum remaining.

(d) Plug in q = 1−p and simplify to get the final answer.
 
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hi shawn,

Welcome to the forums.

You need to show an attempt at a solution before we can help you.
 
kinda how no clue how to go about it let me think about it a little more and get back
 

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