Probability question

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Probability question

by gmattesttaker2 » Mon Jun 18, 2012 9:57 pm
Hello,

I came across the following question that was posted in this forum some time ago:

Richard has 3 green, 2 red, and 3 blue balls in a bag.He randomly picks 5 from the bag without replacement.What is the probability that of the 5 drawn balls, Richard has picked 1red, 2 green, and 2 blue balls?

These were the answer choices:

8/28 9/28 10/28 10/18 11/18

The correct answer was given as 9/28.

The way I am trying to solve this is as follows:

( P(E) = Probability for the event to occur
n(E) = Number of ways the event could occur
n(S) = Total number of possible outcomes )


P(E) = P(E1). P(E2). P(E3)
= (n(E1)/n(S1)). (n(E2)/n(S2)). (n(E3)/n(S3))
= (2C1/8C1).(3C2/8C2).(3C2/8C2)

However, I am not sure if this approach is correct since I am not getting 9/28.

I was wondering if you can please explain why I am going wrong here? Thanks for your help.

Best Regards,
Sri

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by gmat_and_me » Tue Jun 19, 2012 7:15 am
This approach doesn't seem correct. First of all this is a problem
without replacement. That means that every time you pick a ball,
the denominator for calculation of probability has to decrease by 1.

So, _as per your method_, the probability will have to be

2/8 * 3/7 * 2/6 * 3/5 * 2/4 = 3/280 (in the order R, G, G, B, B).
But that is only one arrangement. The resultant probability is probability
of getting R, G, G, B & B in that order. What about getting R, G, B, G, B ?
Again P is same. But there is one more arrangement to the original.
So there are more such possibilities. In fact, if you fix position of
R as 1, then G, G, B, B can be arranged in (4 * 3 * 2 * 1)/ (2 * 2) = 6
ways. Now R can move from positions 1 to 5 and that means that there are
30 such arrangements. So probability will be 30 * 3/280 = 9/28

Another way to look at the problem:

Total possibilities = 8 * 7 * 6 * 5 * 4

Now if there were only 5 balls, number of ways of selecting them
will be 5 * 4 * 3 * 2 * 1 (i.e R, G, G, B, B). For each of these
possibilities, you have one more duplicate because there are 2
reds. Hence the result now becomes 2 * (5 * 4 * 3 * 2 * 1). We
can select 2 greens in 3c2 ways => 3 more ways. Similarly for
Blue, there are 3 more ways (3c2).

So P = (2 * 3 * 3)(5 * 4 * 3 * 2 * 1)/(8 * 7 * 6 * 5 * 4)

HTH

gmattesttaker2 wrote:Hello,

I came across the following question that was posted in this forum some time ago:

Richard has 3 green, 2 red, and 3 blue balls in a bag.He randomly picks 5 from the bag without replacement.What is the probability that of the 5 drawn balls, Richard has picked 1red, 2 green, and 2 blue balls?

These were the answer choices:

8/28 9/28 10/28 10/18 11/18

The correct answer was given as 9/28.

The way I am trying to solve this is as follows:

( P(E) = Probability for the event to occur
n(E) = Number of ways the event could occur
n(S) = Total number of possible outcomes )


P(E) = P(E1). P(E2). P(E3)
= (n(E1)/n(S1)). (n(E2)/n(S2)). (n(E3)/n(S3))
= (2C1/8C1).(3C2/8C2).(3C2/8C2)

However, I am not sure if this approach is correct since I am not getting 9/28.

I was wondering if you can please explain why I am going wrong here? Thanks for your help.

Best Regards,
Sri

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by Brent@GMATPrepNow » Tue Jun 19, 2012 7:33 am
gmattesttaker2 wrote: Richard has 3 green, 2 red, and 3 blue balls in a bag.He randomly picks 5 from the bag without replacement.What is the probability that of the 5 drawn balls, Richard has picked 1red, 2 green, and 2 blue balls?

8/28 9/28 10/28 10/18 11/18
Think of the 8 balls as G1, G2, G3, R1, R2, B1, B2, and B3

# of ways to select 5 balls (in any order)
= 8C5
= 56

# of ways to select 1 red, 2 green and 2 blue
- # of ways to select 1 red ball from 2 red balls (R1 and R2) = 2C1 = 2
- # of ways to select 2 green balls from 3 green balls = 3C2 = 3
- # of ways to select 2 blue balls from 3 blue balls = 3C2 = 3
So, total # of ways to select 1 red, 2 green and 2 blue = 2x3x3 = 18

P(select 1 red, 2 green and 2 blue) = [spoiler]18/56 = 9/28[/spoiler]

Cheers,
Brent
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by dhonu121 » Tue Jun 19, 2012 9:56 am
Hi Brent,
In your solution,
1.How do you accomodate the fact that the balls are taken out without replacement ?
2.What have you done in your solution above, if int the question, balls were taken out with replacemnet ?
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by Brent@GMATPrepNow » Tue Jun 19, 2012 10:09 am
dhonu121 wrote:Hi Brent,
In your solution,
1.How do you accomodate the fact that the balls are taken out without replacement ?
2.What have you done in your solution above, if int the question, balls were taken out with replacemnet ?
1. In the denominator, I'm looking for the number of ways to select 5 of the 8 balls. This does not allow for replacement. The same applies to the numerator.

2. This would require several steps. If you want to post it as a separate question, I'd be happy to answer it in a new thread. For the curious out there, if we allow for replacement each time, the probability = (30)(1/4)(3/8)(3/8)(3/8)(3/8)

Cheers,
Brent
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by dhonu121 » Tue Jun 19, 2012 10:18 am
Brent@GMATPrepNow wrote:
dhonu121 wrote:Hi Brent,
In your solution,
1.How do you accomodate the fact that the balls are taken out without replacement ?
2.What have you done in your solution above, if int the question, balls were taken out with replacemnet ?
1. In the denominator, I'm looking for the number of ways to select 5 of the 8 balls. This does not allow for replacement. The same applies to the numerator.

2. This would require several steps. If you want to post it as a separate question, I'd be happy to answer it in a new thread. For the curious out there, if we allow for replacement each time, the probability = (30)(1/4)(3/8)(3/8)(3/8)(3/8)

Cheers,
Brent
Ok. The catch is that when we use the nCr formula, it does not take into account replacement.
That was new to me.

I used the method used by you to answer my 2nd question to solve the first part.

Thanks for answering.
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by gmattesttaker2 » Wed Jun 20, 2012 4:51 pm
gmat_and_me wrote:This approach doesn't seem correct. First of all this is a problem
without replacement. That means that every time you pick a ball,
the denominator for calculation of probability has to decrease by 1.

So, _as per your method_, the probability will have to be

2/8 * 3/7 * 2/6 * 3/5 * 2/4 = 3/280 (in the order R, G, G, B, B).
But that is only one arrangement. The resultant probability is probability
of getting R, G, G, B & B in that order. What about getting R, G, B, G, B ?
Again P is same. But there is one more arrangement to the original.
So there are more such possibilities. In fact, if you fix position of
R as 1, then G, G, B, B can be arranged in (4 * 3 * 2 * 1)/ (2 * 2) = 6
ways. Now R can move from positions 1 to 5 and that means that there are
30 such arrangements. So probability will be 30 * 3/280 = 9/28

Another way to look at the problem:

Total possibilities = 8 * 7 * 6 * 5 * 4

Now if there were only 5 balls, number of ways of selecting them
will be 5 * 4 * 3 * 2 * 1 (i.e R, G, G, B, B). For each of these
possibilities, you have one more duplicate because there are 2
reds. Hence the result now becomes 2 * (5 * 4 * 3 * 2 * 1). We
can select 2 greens in 3c2 ways => 3 more ways. Similarly for
Blue, there are 3 more ways (3c2).

So P = (2 * 3 * 3)(5 * 4 * 3 * 2 * 1)/(8 * 7 * 6 * 5 * 4)

HTH

gmattesttaker2 wrote:Hello,

I came across the following question that was posted in this forum some time ago:

Richard has 3 green, 2 red, and 3 blue balls in a bag.He randomly picks 5 from the bag without replacement.What is the probability that of the 5 drawn balls, Richard has picked 1red, 2 green, and 2 blue balls?

These were the answer choices:

8/28 9/28 10/28 10/18 11/18

The correct answer was given as 9/28.

The way I am trying to solve this is as follows:

( P(E) = Probability for the event to occur
n(E) = Number of ways the event could occur
n(S) = Total number of possible outcomes )


P(E) = P(E1). P(E2). P(E3)
= (n(E1)/n(S1)). (n(E2)/n(S2)). (n(E3)/n(S3))
= (2C1/8C1).(3C2/8C2).(3C2/8C2)

However, I am not sure if this approach is correct since I am not getting 9/28.

I was wondering if you can please explain why I am going wrong here? Thanks for your help.

Best Regards,
Sri

Hello gmat_and_me,

The explanation for getting 3/280 is clear now. Thanks for the same.

I though had a question about the following:

In fact, if you fix position of
R as 1, then G, G, B, B can be arranged in (4 * 3 * 2 * 1)/ (2 * 2) = 6


I wasn't clear about the 6 arrangements though.

I first listed the Greens and Blues separtely as follows:

G1 G2 B1 B2
G1 G2 B2 B1
G1 B1 G2 B2
G1 B1 B2 G2
G1 B2 G2 B1
G1 B2 B1 G2

G2 G1 B1 B2
G2 G1 B2 B1
G2 B1 G1 B2
G2 B1 B2 G1
G2 B2 G1 B1
G2 B2 B1 G1

B1 G1 G2 B2
B1 G1 B2 G2
B1 G2 G1 B2
B1 G2 B2 G1
B1 B2 G1 G2
B1 B2 G2 G1

B2 G1 G2 B1
B2 G1 B1 G2
B2 G2 G1 B1
B2 G2 B1 G1
B2 B1 G1 G2
B2 B1 G2 G1

Eliminating duplicates I got the following:

G G B B
G B G B
G B B G

B B G G
B G B G
B G G B

But I am kind of stuck at this point. I was wondering if you can please help here? Thanks again for your valuable time and help.

Best Regards,
Sri

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by Brent@GMATPrepNow » Thu Jun 21, 2012 5:55 am
gmattesttaker2 wrote: Richard has 3 green, 2 red, and 3 blue balls in a bag.He randomly picks 5 from the bag without replacement.What is the probability that of the 5 drawn balls, Richard has picked 1red, 2 green, and 2 blue balls?

A) 8/28
B) 9/28
C) 10/28
D) 10/18
E) 11/18
We can also solve this question using a combination of probability rules and counting methods:

Let's examine one possible outcome: RGGBB (the first ball is red, the second ball is green, the third ball is green, etc.)

What is the probability of this particular outcome?

Well, P(RGGBB) = P(red on 1st AND green on 2nd AND green on 3rd AND blue on 4th AND blue on 5th)
= P(red on 1st) x P(green on 2nd) x P(green on 3rd) x P(blue on 4th) x P(blue on 5th)
= (2/8)(3/7)(2/6)(3/5)(2/4)
= 3/280

Of course this is just the probability of one possible outcome. We need to consider others. For example, the outcome BGRGB also meets the criteria.

So, P(BGRGB) = P(blue on 1st AND green on 2nd AND red on 3rd AND green on 4th AND blue on 5th)
= P(blue on 1st) x P(green on 2nd) x P(red on 3rd) x P(green on 4th) x P(blue on 5th)
= (3/8)(3/7)(2/6)(2/5)(2/4)
= 3/280

Important: The probability of each acceptable outcome will equal 3/280. So the question now becomes, "In how many ways can we draw 1 red, 2 green and 2 blue balls?" In other words, in how many different ways can we arrange the letters in RGGBB?

This is what is known as a MISSISSIPI question, where we are arranging objects where some of the objects are identical.

Here we have 5 objects (letters) and we have 2 identical letters, and another 2 identical letters. So, we can arrange these 5 objects is 5!/2!2! ways. This is equal to 30

So there are 30 different ways to draw 1 red, 2 green and 2 blue balls, and the probability that each one occurs = 3/28

So, P(drawing 1 red, 2 green and 2 blue) = [spoiler](30)(3/28) = 9/28 = B[/spoiler]

Cheers,
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by gmattesttaker2 » Thu Jun 21, 2012 1:13 pm
Brent@GMATPrepNow wrote:
gmattesttaker2 wrote: Richard has 3 green, 2 red, and 3 blue balls in a bag.He randomly picks 5 from the bag without replacement.What is the probability that of the 5 drawn balls, Richard has picked 1red, 2 green, and 2 blue balls?

A) 8/28
B) 9/28
C) 10/28
D) 10/18
E) 11/18
We can also solve this question using a combination of probability rules and counting methods:

Let's examine one possible outcome: RGGBB (the first ball is red, the second ball is green, the third ball is green, etc.)

What is the probability of this particular outcome?

Well, P(RGGBB) = P(red on 1st AND green on 2nd AND green on 3rd AND blue on 4th AND blue on 5th)
= P(red on 1st) x P(green on 2nd) x P(green on 3rd) x P(blue on 4th) x P(blue on 5th)
= (2/8)(3/7)(2/6)(3/5)(2/4)
= 3/280

Of course this is just the probability of one possible outcome. We need to consider others. For example, the outcome BGRGB also meets the criteria.

So, P(BGRGB) = P(blue on 1st AND green on 2nd AND red on 3rd AND green on 4th AND blue on 5th)
= P(blue on 1st) x P(green on 2nd) x P(red on 3rd) x P(green on 4th) x P(blue on 5th)
= (3/8)(3/7)(2/6)(2/5)(2/4)
= 3/280

Important: The probability of each acceptable outcome will equal 3/280. So the question now becomes, "In how many ways can we draw 1 red, 2 green and 2 blue balls?" In other words, in how many different ways can we arrange the letters in RGGBB?

This is what is known as a MISSISSIPI question, where we are arranging objects where some of the objects are identical.

Here we have 5 objects (letters) and we have 2 identical letters, and another 2 identical letters. So, we can arrange these 5 objects is 5!/2!2! ways. This is equal to 30

So there are 30 different ways to draw 1 red, 2 green and 2 blue balls, and the probability that each one occurs = 3/28

So, P(drawing 1 red, 2 green and 2 blue) = [spoiler](30)(3/28) = 9/28 = B[/spoiler]

Cheers,
Brent

Hello Brent,

Thank you very much for your detailed explanation. It is a lot clearer now. Is this approach called the Counting/Permutations method? Also, the other approach that you have described in your earlier post here, is it the Combinations method :
Think of the 8 balls as G1, G2, G3, R1, R2, B1, B2, and B3

# of ways to select 5 balls (in any order)
= 8C5
= 56

# of ways to select 1 red, 2 green and 2 blue
- # of ways to select 1 red ball from 2 red balls (R1 and R2) = 2C1 = 2
- # of ways to select 2 green balls from 3 green balls = 3C2 = 3
- # of ways to select 2 blue balls from 3 blue balls = 3C2 = 3
So, total # of ways to select 1 red, 2 green and 2 blue = 2x3x3 = 18

P(select 1 red, 2 green and 2 blue) = 18/56 = 9/28


Now in this example both the above methods work great. However, for something like the Goodbuddies problem that I saw in this forum a few times:

https://www.beatthegmat.com/probability-t22021.html

will the Combination method also work. I was able to solve it via the counting method since I personally felt it was a bit easier. Thanks again for all your valuable time and help.

Best Regards,
Sri

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by Brent@GMATPrepNow » Thu Jun 21, 2012 4:52 pm
The first method I used was primarily an application of the Fundamental Counting Principle (FCP). . . along with some combinations.

Aside: People also refer to the application of the FCP as the "slot method"


The second method I used would be best described as using the rules of probability.

If you're interested, you can watch a free video about the FCP here: https://www.gmatprepnow.com/module/gmat-counting?id=775

Cheers,
Brent
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by gmattesttaker2 » Thu Jun 21, 2012 7:46 pm
Brent@GMATPrepNow wrote:The first method I used was primarily an application of the Fundamental Counting Principle (FCP). . . along with some combinations.

Aside: People also refer to the application of the FCP as the "slot method"


The second method I used would be best described as using the rules of probability.

If you're interested, you can watch a free video about the FCP here: https://www.gmatprepnow.com/module/gmat-counting?id=775

Cheers,
Brent
Hello Brent,

Thank you very much for the explanation and also for the tutorial link. Thanks again.

Best Regards,
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by dhonu121 » Thu Jun 21, 2012 10:16 pm
Richard has 3 green, 2 red, and 3 blue balls in a bag.He randomly picks 5 from the bag without replacement.What is the probability that of the 5 drawn balls, Richard has picked 1red, 2 green, and 2 blue balls?

These were the answer choices:

8/28 9/28 10/28 10/18 11/18
Please be reminded that nCr gives the number of selections of r objects from n objects without replacement.
Since the case at hand considers without replacement we can use this formula.

So denominator = 8C5 = 56
Numerator = (2C1*3C2*3C2) = 18
Thus prob = 18/56 = 9/28
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by parveen110 » Sat May 31, 2014 1:13 am
Brent@GMATPrepNow wrote:
gmattesttaker2 wrote: Richard has 3 green, 2 red, and 3 blue balls in a bag.He randomly picks 5 from the bag without replacement.What is the probability that of the 5 drawn balls, Richard has picked 1red, 2 green, and 2 blue balls?

8/28 9/28 10/28 10/18 11/18
Think of the 8 balls as G1, G2, G3, R1, R2, B1, B2, and B3

# of ways to select 5 balls (in any order)
= 8C5
= 56

# of ways to select 1 red, 2 green and 2 blue
- # of ways to select 1 red ball from 2 red balls (R1 and R2) = 2C1 = 2
- # of ways to select 2 green balls from 3 green balls = 3C2 = 3
- # of ways to select 2 blue balls from 3 blue balls = 3C2 = 3
So, total # of ways to select 1 red, 2 green and 2 blue = 2x3x3 = 18

P(select 1 red, 2 green and 2 blue) = [spoiler]18/56 = 9/28[/spoiler]

Cheers,
Brent
Hi Brent!!

I understand from your posts that using FCP is the most effective way to solve probablity and P&C questions on GMAT. However, I find it hard to feel intuitive about FCP.

For e.g. In the approach you've used above,# of ways to select 2 blue balls from 3 blue balls = 3C2

But if 3 blue balls (say, b1,b2 and b3) are identical then, it shouldn't matter whether i select b1, b2 or b2,b3 or b3,b1. I mean, Should i not have just one option to select 2 blue balls from 3 identical blue balls?

Your second approach was how i solved it for the first time. But it's a bit longer approach.