Question Details

The lengths of a large stock of titanium rods follow a normal distribution with a mean (x) of 440 mm and a standard deviation (o) of 1 mm. What is the percentage of rods whose lengths lie between 438 mm and 441 mm?

Options

A

81.85%

B

68.4%

C

99.75%

D

86.64%

Show Answer

Correct Answer :

Option A

81.85%

81.85%

Solution :

To find the percentage of titanium rods whose lengths lie between 438 mm and 441 mm, we can use the properties of the normal distribution.

We are given the following parameters for the normal distribution of the rod lengths:
Mean (μ) = 440 mm
Standard deviation (σ) = 1 mm

We want to find the probability (or percentage) that a randomly selected rod's length, X, falls in the interval:
P(438X441)

First, we standardize the values of 438 mm and 441 mm by converting them into standard normal z-scores using the formula:
Z=X-μσ

For X1=438 mm:
Z1=438-4401=-2

For X2=441 mm:
Z2=441-4401=1

So, we need to find:
P(-2Z1)=Φ(1)-Φ(-2)

Using standard normal distribution table values:
Φ(1)0.8413
Φ(-2)0.0228

Now, we calculate the difference:
P(-2Z1)=0.8413-0.0228=0.8185

To convert this probability to a percentage, we multiply by 100:
0.8185×100%=81.85%

Therefore, the percentage of titanium rods whose lengths lie between 438 mm and 441 mm is 81.85%.

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