Can You Calculate the Probability of an Event in a Dependent Outcome Scenario?

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SUMMARY

The discussion focuses on calculating the probability of dependent outcomes in a statistical scenario involving an incident (I) with two possible outcomes (a and b). Given that a occurs 90% of the time and leads to further outcomes c (86%) and d (4%), the question arises whether c can be expressed as 86% of I. The consensus is that multiplying the probabilities of dependent events, such as 90% (for a) and 95.5% (for c given a), to yield 85.9% is a valid approach to describe the overall probability of c occurring in relation to I.

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Astro since 73
Statistics question...

This may be very elementary to some of you folks so bear with me. I just found your site today and wanted to pose a question that has bothered me for a couple of years. I never took statistics in college so I'm sure that explains why.

Anyway...

If you are given Incident (I) and are told that there can be two possible outcomes to this incident (a) and (b).

Then you are told that if (a), there are two possible outcomes (c) and (d)

Then you are told that for every 100 occurrences of (I), a = 90 and b = 10

and for a = 90, c = 86 and d = 4

First of all I know that it is correct to say that a = 90% of I

it is also correct to say that c = 95.5% of a



What I wasnt to know is... since c is dependent on a, is it alright to say that c is 86% of I since c could not occur without a occurring first?

someone told me you could multiply the percentages 90% * 95.5% and that would be 85.9%. Is that allowable? Is that the correct way to describe probability?



If my problems statement is too obscure, please tell me and I will restate it a different way. I just wanted to do it 'generically'.
 
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Usually, probabilities are taken in terms of decimals (0 to 1) or fractions instead of percentages.

When you are taking the probabilities of separate events BOTH happening, then you multiply the probabilities.

However, in this case it is better to just consider the overall outcomes, as you have done. Ie. in this case, we have 3 outcomes (b) (c) and (d), and then we can divide one from the total.
 

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