How to Calculate Infinite Series for Poisson Distribution?

In summary, the conversation discusses two series involving the expression (e-15 15x) / x!, one with the upper limit of infinity and the other with a lower limit of 0. The question asks if there is a faster way to calculate the sums without writing out every term and using a calculator. One suggestion is to use the Poisson distribution and a cumulative probability table to find the sums.
  • #1
kingwinner
1,270
0

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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  • #2
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.
 
  • #3
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.
 
  • #4
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
 
  • #5
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.
 

1. What is an infinite series?

An infinite series is a sum of infinitely many terms, where each term is a function of a variable and the variable takes on values from a specified range. Mathematically, it can be represented as a1 + a2 + a3 + ... + an + ... where an is the n-th term of the series.

2. How do you evaluate an infinite series?

The process of evaluating an infinite series involves finding the sum of all the terms in the series. This can be done by using mathematical techniques such as the geometric series formula, the telescoping series method, or the ratio test. In some cases, the series may not have a finite sum and is said to diverge.

3. What is the purpose of evaluating an infinite series?

Evaluating an infinite series helps us understand the behavior and properties of a function over a given range. It also allows us to determine whether a series converges or diverges, which has important applications in calculus, physics, and other fields of science.

4. What is the difference between convergent and divergent infinite series?

A convergent infinite series is one in which the sum of all the terms approaches a finite value as the number of terms increases. In contrast, a divergent infinite series is one in which the sum of all the terms does not approach a finite value and instead grows larger and larger as the number of terms increases.

5. Are there any real-life applications of infinite series?

Yes, infinite series have various applications in real life, such as in calculating interest rates, in measuring the distance traveled by a moving object, and in approximating the value of mathematical constants like pi and e. They are also used in fields like engineering, economics, and computer science to model and analyze complex systems.

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