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It costs you \(10 to draw a sample of size n = 1 and measure the attribute of interest. You have a budget of \)1,500.

a. Do you have sufficient funds to estimate the population mean for the attribute of interest with a 95% confidence interval 5 units in width? Assumeσ=14.

b. If you used a 90% confidence level, would your answer to part a change? Explain.

Short Answer

Expert verified

a. Yes, $1210 is sufficient funds to estimate the population mean for the attributes interest with a 95% confidence interval of 5 in width.

b. No, the answer to part (a) is not changed.

Step by step solution

01

Given information

Given it costs $ 10 to draw a sample sizen=1 and measure the attribute of interest.

02

Finding sufficient funds to estimate the population mean for the attribute interest with a 95% confidence interval

a.

Here assume thatσ=14.

Known that the width of 5 units.

Then, the marginal error (ME) is,

ME=52=2.5

For a 95% confidence interval, the level of significance is α=0.05.

Then,

α2=0.052α2=0.025

Using the normal distribution tables,

z0.025=1.960

The sample size (n) obtained by,

n=(zα2σME)2=(1.960×142.5)2=(27.442.5)2=(10.976)2=120.472576

Hence, there is 121 samples which cost121($10)=$1210,

Yes, $1210 is sufficient funds to estimate the population mean for the attributes interest with 95% confidence interval of 5 in width.

03

Finding sufficient funds to estimate the population mean for the attribute interest with a 90% confidence interval

b.

For a 95% confidence interval, the level of significance is α=0.10.

Then,

α2=0.102α2=0.05

Using the normal distribution tables,

z0.05=1.645

The sample size (n) obtained by,

n=(zα2σME)2=(1.645×142.5)2=(23.032.5)2=(9.212)2=84.860944

n≈85

Hence, there is 85 samples which cost,85($10)=$850

Yes, still $850 is sufficient funds to estimate the population mean for the attributes interest with 90% confidence level 5 in width.

So, the answer to part (a) is not changed.

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