SOLUTION: Chebychev's Theorem: Suppose the time needed to assemble a piece of furniture is not normally distributed and that the mean assembly time is 28 minutes. What is the value of the s

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Question 599968: Chebychev's Theorem:
Suppose the time needed to assemble a piece of furniture is not normally distributed and that the mean assembly time is 28 minutes. What is the value of the standard deviation if at lease 77% of the assembly times are between 24 and 32 minutes?

Answer by Edwin McCravy(20065) About Me  (Show Source):
You can put this solution on YOUR website!
Suppose the time needed to assemble a piece of furniture is not normally distributed and that the mean assembly time is 28 minutes. What is the value of the standard deviation if at lease 77% of the assembly times are between 24 and 32 minutes?
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The mean is 28 minutes.  Therefore

24 minutes is 4 minutes below the mean and 32 minutes is 4 minutes
above the mean,  So we are talking about 4 minutes from the mean.
We want to know what standard deviation would guarantee that at least
77% of the data would lie within 4 minutes of the mean.

Chebychev's theorem says that 100(1-1%2Fk%5E2)% of the data lies within
k standard deviations of the mean.  That means that ks = 4, where s is 
the standard deviation.

So first find k by setting 100(1-1%2Fk%5E2)% equal to 77% and solve 
for k:

100(1-1%2Fk%5E2)% = 77%

Drop the percents:

100(1-1%2Fk%5E2) = 77

Divide both sides by 100

1 - 1%2Fk%5E2 = .77    <--(If your book just gives 1-1%2Fk%5E2 you can start here)

Clear of fractions by multiplying through by kČ:

         kČ - 1 = .77kČ

Get the kČ terms on the left and the 1 on the right:

     kČ - .77kČ = 1

Factor out kČ on the left:

    kČ(1 - .77) = 1

        kČ(.23) = 1

Divide both sides by .23

             kČ = 1%2F.23

             kČ = 4.347826087

Take the square root of both sides:

              k = 2.085144141

So that means that at least 77% of the data lies within
2.085144141 standard deviations of the mean. 

       Since ks = 4,

   2.085144141s = 4 minutes

Divide both sides by 2.085144141

              s = 4%2F2.085144141 minutes

              s = 1.918332609 minutes

Round off to however many decimal places your teacher told you,
probably to 1.9 or 1.92 minutes.

Edwin