Probability of Faulty Battery: Shop 1 vs. Shop 2 - Homework Help

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The discussion revolves around calculating the probability of faulty batteries from two shops, with 75% from shop 1 and 25% from shop 2. The initial calculations suggest a total faulty rate of 11%, but this approach is incorrect as it fails to consider the distribution of batteries from each shop. A more accurate method involves using a sample of 10,000 batteries, leading to 325 faulty batteries in total, with 75 from shop 1 and 250 from shop 2. This results in a faulty battery probability of 3.25% and a conditional probability of 0.75% that a faulty battery came from shop 1. The discussion emphasizes the importance of applying Bayes' Theorem for accurate probability assessments.
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Homework Statement


Two shops where

75% of battery come from shop 1
25% of battery come from shop 2 also
99% from shop 1 ok
90% from shop 2 ok
1- what is the probability that a particular battery is faulty
2- given that its faulty, what is the probability it came from shop 1

Homework Equations





The Attempt at a Solution


for question 1 it is 0.01+0.1=0.11%
for the second one is 0.01
is it true
 
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Not true - you need an approach that takes into account the percentages of batteries that come from the two shops. Think about that, and show a little more work. (Hint: have you discussed tree diagrams? Bayes' Theorem?)
 


The simplest thing to do is to imagine you have 10000 batteries (chosen just to avoid fractional batteries). 75% of 10000= 7500 are from shop 1 and 25% of 10000= 2500 are from shop 2. 1% of the batteries from shop 1 are faulty so you have 1% of 7500= 75 faulty batteries from shop 1 and 10% of the batteries from shop 2 are faulty so you have 10% of 2500= 250 faulty batteries from shop 2.

You have a total of 75+ 250= 325 faulty batteries out of 10000. What percentage is that?

You have a total of 325 faulty batteries and 75 of them are from shop 1. What percentage is that?
 


for the first one going to be 3.25% and for the second one is 0.75%, is it right
 
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