How to Calculate Infinite Series for Poisson Distribution?

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Homework Help Overview

The discussion revolves around evaluating infinite series related to the Poisson distribution, specifically the sums from x=16 to infinity and from x=0 to 15 of the expression involving e and factorials.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore methods to calculate the sums without explicitly writing out each term. Some suggest that the sums can be related to the properties of the Poisson distribution, while others question the necessity of a calculator for certain calculations.

Discussion Status

There are various approaches being discussed, including the use of cumulative Poisson probability tables and the relationship between the sums and probabilities. While some participants provide insights into the sums' relationships, there is no explicit consensus on the best method to proceed.

Contextual Notes

Participants note the potential complexity of calculations involved, particularly with the exponential term and factorials, and the possibility of needing a calculator for accuracy in tedious operations.

kingwinner
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Homework Statement


Evaluate


∑ [(e-15 15x) / x!]
x=16

15
∑ [(e-15 15x) / x!]
x=0


Homework Equations




The Attempt at a Solution


The only way I can think of is writing out every term explicitly and adding them on a calculator.
Is there any faster way (without having to write out every term explicitly) to calculate the above sums?


Thanks for any help!
 
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The sum of the two series is e^(-15)*e^(15), right? If you want the sums individually you do need a calculator. If you want the total, it's pretty obvious.
 
kingwinner said:

Homework Statement


Evaluate


∑ [(e-15 15x) / x!]
x=16

15
∑ [(e-15 15x) / x!]
x=0


Homework Equations




The Attempt at a Solution


The only way I can think of is writing out every term explicitly and adding them on a calculator.
Is there any faster way (without having to write out every term explicitly) to calculate the above sums?


Thanks for any help!


∑ [(e-15 15x) / x!]
x=0

= e-15 *


∑ (15x) / x!
x=0

= 1, if that's any help.
 
Once you know the sum of the two series, since the first is finite, it's not all that hard to find the sum of 15x/x! for x from 0 to 15 by hand and then get the other sum by subtracting. The only place you really NEED a calculator (though I would recommend it for the tedious multiplications, divisions, and subtractions) is to evaluate e-15
 
Another approach - both of these relate to the Poisson distribution:

[tex] \sum_{x=16}^\infty \left(\frac{e^{-15} 15^x}{x!}\right)[/tex]

is [tex]\Pr(X \ge 16)[/tex], the other sum is [tex]\Pr(X \le 15)[/tex].

If you have access to a cumulative Poisson probability table, or to a program that will calculate these, you can save a lot of time.
 

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