How Do You Calculate Probabilities Correctly in Different Scenarios?

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Homework Help Overview

The discussion revolves around calculating probabilities in scenarios involving colored balls drawn from a box, both with and without replacement. The original poster explores the probability of drawing balls of different colors and the implications of arrangements in their calculations.

Discussion Character

  • Exploratory, Assumption checking, Conceptual clarification

Approaches and Questions Raised

  • The original poster attempts to calculate probabilities for drawing balls with and without replacement, questioning their reasoning when results exceed 1. Participants discuss the implications of arrangements and repetitions in the context of probability calculations.

Discussion Status

Participants are actively engaging in clarifying the original poster's understanding of probability concepts, particularly regarding the treatment of identical items and the necessity of factorials in certain scenarios. There is no explicit consensus, but productive insights are being shared.

Contextual Notes

Participants are navigating the complexities of probability calculations, including the effects of replacement and the significance of order and repetition in their reasoning. The original poster acknowledges a misunderstanding in their initial approach.

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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.
 
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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?
 
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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.
 

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