Probability and Statistics Question

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SUMMARY

The discussion centers on calculating the average number of records using probability and statistics concepts. The key equation involved is the expectation value, represented as = ∑(n=1 to N) P_n, where P_n = 1/n. The user initially struggled with deriving the function f(n) but ultimately recognized that the solution simplifies to the definition of an expectation value, indicating that the average can be computed directly from the probability distribution without complex breakdowns.

PREREQUISITES
  • Understanding of probability distributions, specifically P_n = 1/n
  • Familiarity with expectation values in statistics
  • Basic knowledge of summation notation and its applications
  • Ability to interpret and manipulate mathematical equations
NEXT STEPS
  • Study the concept of expectation values in probability theory
  • Learn about probability distributions and their properties
  • Explore summation techniques in statistics
  • Review examples of calculating averages in statistical contexts
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This discussion is beneficial for students studying probability and statistics, educators teaching these concepts, and anyone looking to deepen their understanding of expectation values and their applications in data analysis.

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Homework Statement



It's problem 1. (b) in the attachment. I need help finding the average number of records.

Note: Obviously, I'm not actually in the class. I just got bored and started going through the course assignments

Homework Equations



From the first part of the question, I know that:

[tex]P_n= \frac {1}{n}[/tex]

I also know that if f(n) is the probability of there being n records, then:

[tex]<S_N> = \sum_{n=1}^{N} f(n)n[/tex]

The Attempt at a Solution



I know that the answer is supposed to be:

[tex]<S_N>=\sum_{n=1}^{N} P_n[/tex]

I'm not sure how to derive this. I know that I need to find f(n) first, but all the ways I can think of finding it are extremely complicated. I think finding <S_n> is supposed to be easy, since in the solutions the answer is written down without any explanation.
 

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Never mind, I figured it out.
 
It's just the definition of an expectation value. You have a probability of 1/n of getting 1 record in each of N trials. Total expectation is the sum 1*(1/n). You definitely don't want to try and break it down like that. Finding f(n) IS complicated.
 

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