How Do You Calculate Probabilities Correctly in Different Scenarios?

AI Thread Summary
The discussion focuses on calculating probabilities in scenarios with and without replacement of colored balls. For the case with replacement, the probability of drawing three balls of different colors is correctly calculated as 0.18, considering the arrangement of colors. In the without-replacement scenario, the incorrect calculation arises from not accounting for identical balls, leading to probabilities exceeding 1. The confusion about when to use factorials in probability calculations is clarified, emphasizing that arrangements matter when items are distinct, but not when items are identical. Understanding these principles helps in accurately calculating probabilities in various scenarios.
qazxsw11111
Messages
95
Reaction score
0
A box contains 5 white balls, 3 red balls and 2 green balls.

The balls are taken from box. With replacement and taking a total of 3 balls,

P(all balls have different colour)=(5/10)x(3/10)x(2/10) x 3! =0.18

This answer is the same as at the back of the book. My explanation is that a white, red or green ball must be taken and there are 3! ways of arranging the 3 scenarios.

Is this correct?

Then secondly,
Without replacement and taking a total of 5 balls

My wrong method:
P(exactly 2 balls are white) = (5/10)x(4/9)x(5/8)x(4/7)x(3/6) x 5!

This probability cannot be correct since it is above 1. What is the loophole that I did not see?

I don't need the answer to this question (I can solve using counting total number of cases) but I want to know the loophole in my thinking.
 
Last edited:
Physics news on Phys.org
I think your first question isn't correct. It says WITHOUT replacement, so the chance of a white ball is 5/10, then a red is 3/NINE, and green is 2/EIGHT, then you multiply by 3!.

For the next one, is that 't' meant to be a variable, or a typo for "two". You should give logical justifications as to where the numbers in your solution come from, it's not always obvious.
 
Opps. The first part is WITH REPLACEMENT. My bad. Apologies.

And t is a typo. Its supposed to be 5.

Since possible ways of taking 5 balls with 2 without replacement is

(5/10) (4/9) [Assume these are white balls] (5/8)(4/7)(3/6) [Remaining picks for colours besides white] x5! [Since the anyone scenario can occur in any order.

But I get an answer above 1! What is the loophole in my thinking?
 
Last edited:
You account for changing arrangements of the picks by multiplying by 5!, but you didn't account for repetitions.
 
Thank you.

But I am still quite confused about repetitions. Can you give an example to 'see' the repetition?

Also, wouldn't there be repetition for the first part which got correct?

Thanks.
 
For the first one, all the balls are different colors and so distinct from each other, so there is no repetition. For the next question, the two white balls picked are identical - the order they are placed in does not matter. Also, the other 3 balls, depending on the cases, will also have this sort of repetition.
 
Thanks for your clarification.

I think I can see it much better now but I still wonder when to put factorial signs behind probability (because sometimes I see some question's answer have and some don't).

Can you provide me with greater insight about this? When is the arrangement important and when it is not?

Thank you so much.
 
Back
Top