Poisson Distribution w/ book errors

Click For Summary

Homework Help Overview

The problem involves a Poisson distribution related to typing errors in a manuscript, where it is noted that 14% of the pages contain no errors. The original poster seeks to find the probabilities of pages having exactly one error, at most two errors, and two or more errors, as well as the mean and variance of typing errors per page.

Discussion Character

  • Exploratory, Assumption checking, Conceptual clarification

Approaches and Questions Raised

  • Participants discuss the interpretation of the probability p in the context of the Poisson distribution, questioning whether additional information is needed regarding the number of pages. There is an exploration of the relationship between the probability of errors and the parameters of the distribution.

Discussion Status

There is an ongoing exploration of the problem, with participants questioning the assumptions and definitions related to the Poisson distribution. Some guidance has been offered regarding the interpretation of the given probability, but no consensus has been reached on how to proceed with the calculations.

Contextual Notes

Participants note a potential lack of information regarding the number of pages and the probability of an error, which may affect the calculations. The discussion also emphasizes the need to consider the manuscript's length in relation to the Poisson process.

joemama69
Messages
390
Reaction score
0

Homework Statement



In a lengthy manuscript, it is discovered that only 14% of the pages contain no typing errors. If we assume that the number of errors per page is a random variable with a Poisson distribution, find the percentage of pages that have: Exactly one typing error, At the most 2 typing errors, Two or more typing errors. Also compute the mean and variance of the number of typing errors per page.


Homework Equations





The Attempt at a Solution



I know for a Poisson distribution np=λ

the problem states that p=14% of pages with 0 errors, but don't I also need to know 'n' which would be the number of pages? Anyone got a hint?
 
Physics news on Phys.org
joemama69 said:
the problem states that p=14% of pages with 0 errors,
No, that's not what p is here. In a Poisson distribution, p is the (very small) probability of a single error and n is the (very large) number of opportunities for the error to occur. There can be hundreds of errors on a page.
Suppose there are N such opportunities per page, each occurring with prob p, independently, and λ = pN. What is the probability of exactly k errors on a page?
 
Im not getting it... It just seems like there's not enough information. Don't we need to know the probability of an error and the number pages to find np. I must be missing something.
 
What's the probability of no errors on a page, keeping in mind you've been told that the manuscript is lengthy?
 
joemama69 said:
Im not getting it... It just seems like there's not enough information. Don't we need to know the probability of an error and the number pages to find np. I must be missing something.

Don't worry about the number of pages for the moment.
Compare this to the more usual setting for a Poisson process, something that happens over a continuum, like time. Think of a page as a period of time, T, and the errors as events that occur randomly in time at a rate λ. What is the probability that no events occur in time T? What value are you given for that probability?
 
well 14% of pages have 0 errors... 14%
 
joemama69 said:
well 14% of pages have 0 errors... 14%

Right, but what formula can you write using T and λ for the same thing? I.e. what is the probability of no events in time T?
 

Similar threads

Replies
2
Views
2K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 2 ·
Replies
2
Views
1K
Replies
1
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 1 ·
Replies
1
Views
3K