Confusion about conditional probability

Click For Summary

Homework Help Overview

The discussion revolves around a problem in conditional probability involving statisticians and economists at a gathering. The scenario presents percentages of shy individuals within each group and asks for the probability that a randomly selected shy person is a statistician.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the interpretation of the given probabilities, particularly the distinction between P(stat|shy) and P(shy|stat). There are attempts to clarify the meaning of the percentages provided and how they relate to the conditional probabilities.

Discussion Status

There is ongoing clarification regarding the interpretation of the problem statement and the correct application of Bayes' theorem. Some participants suggest visual aids like probability trees to aid understanding, while others emphasize the need to correctly identify the conditional probabilities involved.

Contextual Notes

Participants express confusion over the phrasing of the problem and the implications of the given probabilities, indicating a need for deeper exploration of the assumptions behind the statistical statements.

TheMathNoob
Messages
189
Reaction score
4

Homework Statement


Suppose that 70% of the statisticians are shy, whereas 30% of the economist are shy. Suppose also that 80% of the people at a large gathering are economists and the remaining 20% are statisticians. If you randomly meet a person at the gathering and the person is shy, what is the probability that the person is a statistician?
How can you interpret this statement?
Suppose that 70% of the statisticians are shy.

It sounds to me like the prob that we choose a person who is and statistician and is shy
but it is the prob that we choose a person who is shy given that he is an statistician

Homework Equations

The Attempt at a Solution

 
Physics news on Phys.org
andrewkirk said:
Bayes formula provides the solution to this.
this is my problem

How can you interpret this statement?
Suppose that 70% of the statisticians are shy.

It sounds to me like the prob that we choose a person who is and statistician and is shy
but it is the prob that we choose a person who is shy given that he is an statistician
 
TheMathNoob said:

Homework Statement


Suppose that 70% of the statisticians are shy, whereas 30% of the economist are shy. Suppose also that 80% of the people at a large gathering are economists and the remaining 20% are statisticians. If you randomly meet a person at the gathering and the person is shy, what is the probability that the person is a statistician?
How can you interpret this statement?
Suppose that 70% of the statisticians are shy.

It sounds to me like the prob that we choose a person who is and statistician and is shy
but it is the prob that we choose a person who is shy given that he is an statistician

Homework Equations

The Attempt at a Solution


You have it backwards. The person you meet is shy---that is, you are given that he/she is shy. So, you want P(stat|shy). Note that you already know the opposite conditional probability P(shy|stat), which was specified as part of the input data for the problem
 
TheMathNoob said:

Homework Statement


Suppose that 70% of the statisticians are shy, whereas 30% of the economist are shy. Suppose also that 80% of the people at a large gathering are economists and the remaining 20% are statisticians. If you randomly meet a person at the gathering and the person is shy, what is the probability that the person is a statistician?
How can you interpret this statement?
Suppose that 70% of the statisticians are shy.

It sounds to me like the prob that we choose a person who is and statistician and is shy
but it is the prob that we choose a person who is shy given that he is an statistician

Homework Equations

The Attempt at a Solution


To understand these sort of questions I suggest drawing a probability tree and working backwards from right to left.

This allows you to see all the cases where there is the specified outcome (here that someone is shy) and allows you to map back to calculate the likely source of the outcome: Of all the shy people how many of them are statisticians.
 
Ray Vickson said:
You have it backwards. The person you meet is shy---that is, you are given that he/she is shy. So, you want P(stat|shy). Note that you already know the opposite conditional probability P(shy|stat), which was specified as part of the input data for the problem
I think MathNoob is asking for clarification on one of the stated facts, not yet to the point of addressing the question.
 
TheMathNoob said:
It sounds to me like the prob that we choose a person who is and statistician and is shy
No, that would match "70% of people are shy statisticians".
The "of" indicates the population to be sampled. 70% of statisticians have property P means that if we sample all the statisticians then 70% of them will have the property, so if we pick one at random then there is a 0.7 probability she will have that property.
 
TheMathNoob said:

Homework Statement


Suppose that 70% of the statisticians are shy, whereas 30% of the economist are shy. Suppose also that 80% of the people at a large gathering are economists and the remaining 20% are statisticians. If you randomly meet a person at the gathering and the person is shy, what is the probability that the person is a statistician?
How can you interpret this statement?
Suppose that 70% of the statisticians are shy.

It sounds to me like the prob that we choose a person who is and statistician and is shy
but it is the prob that we choose a person who is shy given that he is an statistician
Here's how I would do this: Imagine 100 people at the gathering. 80% of them, 80, are economists and 20%, 20, are statisticians. 70% of the statisticians, .70(20)= 14, are shy and 30% of the economists, .3(80)= 24, are shy. So there are a total of 14+ 24= 38 shy people, and 14 of them are statisticians. "Given that the person is shy" means that we restrict ourselves to only shy people and determine what percentage of them are statisticians.

Relevant equations

The Attempt at a Solution

[/QUOTE]
 

Similar threads

  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
13
Views
3K
  • · Replies 8 ·
Replies
8
Views
5K
Replies
2
Views
6K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 20 ·
Replies
20
Views
4K
  • · Replies 9 ·
Replies
9
Views
3K