The lengths of nails produced in a factory are normally distributed with a mean of 5.025.02 centimeters and a standard deviation of 0.050.05 centimeters. Find the two lengths that separate the top 6%6% and the bottom 6%6%. These lengths could serve as limits used to identify which nails should be rejected. Round your answer to the nearest hundredth, if necessary.

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Answer:

The two lengths that separate the top 6% and the bottom 6% of the lengths are 4.94cm and 5.10cm respectively.

Step-by-step explanation:

Let the two lengths that separate the top and the bottom 6% be 'a' and 'b'.

Lengths of nails produced in a factory are normally distributed with a mean of 5.02 cm

Standard deviation of 0.05 cm

The distribution would be symmetric about the mean i.e. X = 5.02.

So, the lengths 'a' and 'b' will be symmetric with the center as probability on each side of the center = 0.5.

So, P(X < a) = P(X > b) = 0.06.

So, using the standardized normal score, we can write:

P(X < a) =[tex]P(Z < \frac{a - 5.02}{0.05})[/tex] = 0.06

From the Z-table we get the value of Z for which cumulative probability is 0.06 as

P ( Z < -1.555 ) = 0.06

so,

[tex]\frac{a - 5.02}{0.05}[/tex] = -1.555

 a = 4.94225

As the value 'b' is symmetric with 'a' about center, so

5.02 - a = b - 5.02

10.04 - a = b

since a = 4.94225,

10.04 - 4.94225 = b

b = 5.09775

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