Mathematics, 08.04.2020 02:50 Hakika
The shear strength of each of ten test spot welds is determined, yielding the following data (psi).
389 405 409 367 358 415 376 375 367 362
(a) Assuming that shear strength is normally distributed, estimate the true average shear strength and standard deviation of shear strength using the method of maximum likelihood. (Round your answers to two decimal places.)
average 382.3 psi
standard deviation 20.8 psi
(b) Again assuming a normal distribution, estimate the strength value below which 95% of all welds will have their strengths. [Hint: What is the 95th percentile in terms of μ and σ? Now use the invariance principle.] (Round your answer to two decimal places.)
psi
(c) Suppose we decide to examine another test spot weld. Let X = shear strength of the weld. Use the given data to obtain the mle of P(X ≤ 400). [Hint:
P(X ≤ 400) = Φ((400 − μ)/σ).]
(Round your answer to four decimal places.)
.
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