Probability: Choosing a girl from a group

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Homework Help Overview

The problem involves calculating the probability of selecting two women as study partners from a class of 30 men and 20 women, given that at least one selected partner is a woman. The context is rooted in probability theory, specifically dealing with conditional probabilities and combinations.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the use of conditional probability and Bayes' theorem to approach the problem. There are attempts to define the events and calculate probabilities using combinations. Some participants express confusion about the calculations leading to results greater than one.

Discussion Status

The discussion is ongoing, with various approaches being explored. Some participants have suggested counting cases using combinations, while others are attempting to clarify the definitions of events involved in the probability calculations. There is no explicit consensus on the correct approach yet.

Contextual Notes

Participants are working under the assumption that they must calculate probabilities based on the hypergeometric distribution, and there is a focus on ensuring that the calculations align with the conditions of the problem. Some participants note the need for clarity in the definitions of events related to the selection process.

Xyius
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Homework Statement


You walk into your class the first day of classes, and you notice that
there are 30 men and 20 women in the class already. Let's suppose you decide to choose
two people from the class to be your study partners.

If you choose your study partners at random, and given that at least one of your
study partners is a woman, what is the probability of the event E that both of them
will be women?
A. 0.3167
B. 1.9%
C. 0.2405
D. 0.1901

Homework Equations


In my Solution


The Attempt at a Solution


This seems like a simple problem but I cannot seem to get the numbers available as choices.
My logic is is, W represents the event that you have picked a woman, and E represents that both of your partners will be women then.
P(E|W)=\frac{P(E \cap W)}{P(W)}
So the numerator can simplify to..
P(E|W)=\frac{P(E)}{P(W)}
This is because if E occurs, then W must have occurred.
So..
P(E)=\frac{\binom{20}{2}}{\binom{50}{2}}
and
P(W)=\frac{\binom{20}{1}}{\binom{50}{2}}

But this doesn't work because the ratio of these two (From the formula) gives a number larger than one. Where am I going wrong? Do I use Bayes theorem?
 
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If P(W) is the probability of choosing at least one woman, there are two ways to do that, you could choose 1 woman and 1 man, or 2 women.
 
Ohh! So it would be..
P(W)=P(W|W)P(W)+P(W|M)P(M)
??
I don't have time to crunch through the numbers at the moment, but I will be sure to check this out later.
 
Xyius said:
Ohh! So it would be..
P(W)=P(W|W)P(W)+P(W|M)P(M)
??
I don't have time to crunch through the numbers at the moment, but I will be sure to check this out later.

I wouldn't write it that way. Just count out the cases using combinations like you are already doing. How may ways to do each?
 
So choosing 1 woman and 1 man would be
\frac{\binom{20}{1}\binom{30}{1}}{\binom{50}{2}}
And choosing 2 women would be..

\frac{\binom{20}{2}}{\binom{50}{2}}

Plugging this in gives me 0.2405, or answer C! Thanks! :D

EDIT: Assuming that's the correct answer...
 
Xyius said:
So choosing 1 woman and 1 man would be
\frac{\binom{20}{1}\binom{30}{1}}{\binom{50}{2}}
And choosing 2 women would be..

\frac{\binom{20}{2}}{\binom{50}{2}}

Plugging this in gives me 0.2405, or answer C! Thanks! :D

EDIT: Assuming that's the correct answer...

Well, that's what I get.
 
Xyius said:

Homework Statement


You walk into your class the first day of classes, and you notice that
there are 30 men and 20 women in the class already. Let's suppose you decide to choose
two people from the class to be your study partners.

If you choose your study partners at random, and given that at least one of your
study partners is a woman, what is the probability of the event E that both of them
will be women?
A. 0.3167
B. 1.9%
C. 0.2405
D. 0.1901

Homework Equations


In my Solution


The Attempt at a Solution


This seems like a simple problem but I cannot seem to get the numbers available as choices.
My logic is is, W represents the event that you have picked a woman, and E represents that both of your partners will be women then.
P(E|W)=\frac{P(E \cap W)}{P(W)}
So the numerator can simplify to..
P(E|W)=\frac{P(E)}{P(W)}
This is because if E occurs, then W must have occurred.
So..
P(E)=\frac{\binom{20}{2}}{\binom{50}{2}}
and
P(W)=\frac{\binom{20}{1}}{\binom{50}{2}}

But this doesn't work because the ratio of these two (From the formula) gives a number larger than one. Where am I going wrong? Do I use Bayes theorem?

I W = number of women you choose, you have been asked to find the conditional probability P\{W=2|W\geq 1\}. We have P\{W=2|W\geq 1\} = \frac{P\{W = 2 \cap W \geq 1 \}}{P\{W \geq 1\}} = \frac{P\{W = 2\}}{1-P\{W=0\}}. The numerator and denominator are easily comutable using the hypergeometric distribution. The numerator is {20 \choose 2}/{50 \choose 2}, while the denominator is 1 - {30 \choose 2}/{50 \choose 2}.

RGV
 

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