In: Statistics and Probability
For the year 2010, 33% of taxpayers with adjusted gross incomes between $30,000 and $60,000 itemized deductions on their federal income tax return. The mean amount of deductions for this population of taxpayers was $16,642. Assume that the standard deviation is σ = $2,220. If required, round your answer to two decimal places.
(a) |
What are the sampling distributions of x for itemized deductions for this population of taxpayers for each of the following sample sizes: 30, 50, 100, and 400? |
b) | What is the advantage of a larger sample size when attempting to estimate the population mean? |
A larger sample - Select your answer -increasesdoes not changereducesItem 6 the standard error and results in a - Select your answer -moreequallylessItem 7 precise estimate of the population mean. |
Given that ,
Mean ammount of deduction of taxpayers was
with a deviation of
(a)
Let
Now , for
Now, for
Now , for
Now, for
Hence we get
![]() |
![]() |
![]() |
![]() |
![]() |
![]() |
![]() |
![]() |
![]() |
![]() |
(b)
The larger sample size gives smaller standard error, value of
has less variation and tend to be closer to population mean
compared to it.