In: Statistics and Probability
Transistors produced by one machine have a lifetime that is exponential distributed with mean 50 hours. Those produced by another machine have a lifetime that is exponential distributed with mean 100 hours. A package of transistors contains 3 produced by the first machine and 9 produced by the second machine. Let X be the lifetime of a transistor picked at random from this package.
Find:
(a) the cdf of X
(b) P(X > 150)
(c) the pdf of X
(d) E[X]
(e) Var(X)
(f) Is X memoryless? Either give a proof or counterexample.
Answer:
Given that:
Transistors produced by one machine have a lifetime that is exponential distributed with mean 50 hours. Those produced by another machine have a lifetime that is exponential distributed with mean 100 hours. A package of transistors contains 3 produced by the first machine and 9 produced by the second machine.