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The lifetime (in days) of a certain electronic component
Chapter 4, Problem 1E(choose chapter or problem)
The lifetime (in days) of a certain electronic component that operates in a high-temperature environment is lognormally distributed with \(\mu\) = 1.2 and σ = 0.4.
a. Find the mean lifetime.
b. Find the probability that a component lasts between three and six days.
c. Find the median lifetime.
d. Find the 90th percentile of the lifetimes.
Equation transcription:
Text transcription:
\mu
Questions & Answers
QUESTION:
The lifetime (in days) of a certain electronic component that operates in a high-temperature environment is lognormally distributed with \(\mu\) = 1.2 and σ = 0.4.
a. Find the mean lifetime.
b. Find the probability that a component lasts between three and six days.
c. Find the median lifetime.
d. Find the 90th percentile of the lifetimes.
Equation transcription:
Text transcription:
\mu
ANSWER:Solution 1E
Step1 of 5:
Let us consider a random variable X it presents lifetime of an certain electronic components. And X follows lognormal distribution with mean and standard deviation .
That is XN(1.2, 0.42)
Here our goal is:
a).We need to find mean lifetime.
b).We need to find the probability that a component lasts between three and six days.
c).We need to find the median lifetime.
d).We need to find the 90th percentile of the lifetimes.
Step2 of 5:
a).
The probability density function of lognormal distribution is given by
Where,
mean
standard deviation
Z = standard normal variable.
Now, the mean lifetime is given by
=
=
=
= 3.5966
Hence, E(X) = 3.5966