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Songs on an iPod David's iPod has about 10000songs. The distribution of the play times for these songs is heavily skewed to the right with a mean of 225seconds and a standard deviation of 60seconds. How many songs would you need to sample if you wanted the standard deviation of the sampling distribution of xto be30seconds? justiify your answer.

Short Answer

Expert verified

The required number of songs to sample is4.

Step by step solution

01

Step-1 Given Information

Given in the question that

Number of songs in the iPod =10000

Mean=225seconds

Standard deviation =60seconds

Number of songs in SRS=10

we have to find ow many songs would you need to sample if you wanted the standard deviation of the sampling distribution of xto be30seconds.

02

Step-2 Explanation

The mean of the sampling distribution of pisp=p

The standard deviation of a sample distribution of the sample mean xif the population standard deviation is can be written as,

x=n

Here, number of songs to sample is the sample size.

Also,

Population standard deviation, =60

Standard deviation of the sample, x=30

It is known that the standard deviation of a sample distribution of the sample mean xif the population standard deviation is can be written as,

x=n

To find the sample size, use the above formula.

Write the formula as:

x=n

n=x

square both sides of the equation

n=2x2

substitute 60forand30forxin the aboveexpression and simplify for n

n=602302=4

Hence, the requirred number of songs to sample is 4

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