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A type C battery is in working condition with probability .7, whereas a type D battery is in working condition with probability .4. A battery is randomly chosen from a bin consisting of 8 type C and 6 type D batteries.

(a) What is the probability that the battery works?

(b) Given that the battery does not work, what is the conditional probability that it was a type C battery?

Short Answer

Expert verified

a). The probability that the battery works is 47.

b). The conditional probability that it was a type Cbattery is615.

Step by step solution

01

Given Information (Part a)

C-Cbattery was chosen

D-Dbattery was chosen

W- the battery works

Given probabilities:

P(W∣C)=0.7

P(W∣D)=0.4

P(C)=88+6=47

P(D)=68+6=37

02

Explanation (Part a)

The formula of total probability can be applied here (because C∩D=∅, P(C∩D)=1):

P(W)=P(W∣C)P(C)+P(W∣D)P(D)

Substitution of familiar probabilities:

P(W)=0.7·47+0.4·37=47

03

Final Answer (Part a)

The probability that the battery works is 47.

04

Given Information (Part b)

P(W∣C)=0.7

P(W∣D)=0.4

P(C)=88+6=47

P(D)=68+6=37

05

Explanation (Part b)

The definition of conditional probability gives:

PC∣Wc=PC∩WcPWcandPWc∣C·P(C)=PWc∩C

Which can be fused into:

PC∣Wc=PWc∣C·P(C)PWc

Now formula for complement (with both probability and conditional probability):

localid="1648004809650" PWc=1-P(W)=1-47=37PWc∣C=1-P(W∣C)=1-0.7=0.3

Substitution of this:

PC∣Wc=0.3·4737=615

06

Final Answer (Part b)

The conditional probability that it was a type Cbattery is615.

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