How Does Conditional Probability Affect the Chances of a Computer Starting?

AI Thread Summary
The discussion revolves around calculating the probability of a computer starting given the probabilities of various components failing. Initially, the probability of at least one malfunction was calculated as 0.009472475, indicating a low chance of the computer operating. Clarification was sought on whether this probability reflects the computer not starting due to malfunctions. The correct approach to determine the operational probability involves calculating the likelihood of each component working, leading to a combined success probability of approximately 0.990527. This highlights that while individual failure probabilities are low, the overall chance of the computer functioning is significantly higher than initially perceived.
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Homework Statement



The probability of a monitor not working is 0.005, the probability of a cpu faulty is 0.002, the probability of a keyboard damaged is 0.0025, what is the probability of the computer switching on? If you are then told that the conditional probability of the monitor not working given that the keyboard has been damaged is 0.05, how does this affect the answer?

Homework Equations


probability of monitor not working = 0.005
probability of cpu faulty = 0.002
probability of keyboard damaged = 0.0025


The Attempt at a Solution


For the first part is was solved ok with a venn diagram removing from 1 the summed up individual probabilities and the intersect probabilities giving 0.009472475, however for the second part I attempted adding P(M|K) to to each occurence of p(K) in(where P(k) is probability of the keyboard being damaged) the general equation obtained from the venn diagram, but my answer was off the mark of 0.0936025
 
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What exactly is meant by "the computer switching on"? That none of those malfunctions happens? 0.009472475 is the probability of at least one of those malfunctions happening and I have trouble reconciling that with "the computer switching on"!
 
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HallsofIvy said:
What exactly is meant by "the computer switching on"? That none of those malfunctions happens? 0.009472475 is the probability of at least one of those malfunctions happening and I have trouble reconciling that with "the computer switching on"!

My apologies maybe I should have stressed 0.009472 is the probability that the computer will be operational i.e will switch on i.e 1 - ((probability that the keyboard is damaged) + (probability that the cpu is faulty) + ( probability that the monitor will fail) - (p of monitor failing and keyboard failing) - p(keyboard damaged and cpu faulty) - p(cpu faulty and monitor damaged) - p(monitor fails and keyboard is damaged and cpu is faulty))

= 0.009472
 
Are you serious? The probability of each of those failures is less than 1% yet you say that the probability that the computer will work at all is less than 1%?
What you have calculated is the probability that at least one of those things has gone wrong and so (I guess) that the computer will NOT turn on. That can, by the way, be done more simply: The probability that the monitor will not work is 0.005 so the probability the monitor WILL work is 0.995. The probability that the cpu will not work is 0.002 so the probability it WILL work is 0.998. The probability that the keyboard will not work is 0.0025 so the probability that it WILL work is 0.9975. That probability that everything will work is the product of those: (0.995)(0.998)(0.9975)= .990527 so the probability of at least one malfunction (the computer will NOT work) is 1- .990527= .009472, as you have.
 
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