In: Statistics and Probability
Individuals filing federal income tax returns prior to March 31 received an average refund of $1,057. Consider the population of "last-minute" filers who mail their tax return during the last five days of the income tax period (typically April 10 to April 15).
a.A researcher suggests that a reason individuals wait until the last five days is that on average these individuals receive lower refunds than do early filers. Develop appropriate hypotheses such that rejection of H0 will support the researcher's contention.
a.H0: μ < $1,057
Ha: μ ≥ $1,057
b.H0: μ ≥ $1,057
Ha: μ < $1,057
c. H0: μ = $1,057
Ha: μ ≠ $1,057
d.H0: μ > $1,057
Ha: μ ≤ $1,057
e. H0: μ ≤ $1,057
Ha: μ > $1,057
b.For a sample of 400 individuals who filed a tax return between April 10 and 15, the sample mean refund was $910. Based on prior experience, a population standard deviation of σ = $1,600 may be assumed.
What is the test statistic? (Round your answer to two decimal places.)
What is the p-value? (Round your answer to four decimal places.)
c.At α = 0.05, what is your conclusion?
Reject H0. There is insufficient evidence to conclude that the mean refund of "last minute" filers is less than or equal $1,057.
Do not reject H0. There is insufficient evidence to conclude that the mean refund of "last minute" filers is less or equal than $1,057.
Do not reject H0. There is sufficient evidence to conclude that the mean refund of "last minute" filers is less than $1,057.
Reject H0. There is sufficient evidence to conclude that the mean refund of "last minute" filers is less than $1,057.
d.Repeat the preceding hypothesis test using the critical value approach.
State the null and alternative hypotheses.
a.H0: μ < $1,057
Ha: μ ≥ $1,057
b.H0: μ ≥ $1,057
Ha: μ <
$1,057
c.H0: μ = $1,057
Ha: μ ≠ $1,057
d.H0: μ > $1,057
Ha: μ ≤ $1,057
e.H0: μ ≤ $1,057
Ha: μ > $1,057
Find the value of the test statistic. (Round your answer to two decimal places.)
State the critical values for the rejection rule. (Use α = 0.05. Round your answer to two decimal places. If the test is one-tailed, enter NONE for the unused tail.)
test statistic ≤ ___
test statistic ≥ ____
State your conclusion.
Reject H0. There is insufficient evidence to conclude that the mean refund of "last minute" filers is less than or equal $1,057.
Do not reject H0. There is insufficient evidence to conclude that the mean refund of "last minute" filers is less or equal than $1,057.
Do not reject H0. There is sufficient evidence to conclude that the mean refund of "last minute" filers is less than $1,057.
Reject H0. There is sufficient evidence to conclude that the mean refund of "last minute" filers is less than $1,057.
a. Develop appropriate hypotheses such that rejection of Ho will support the researcher's contention.
b.
Ho :
Ha :
Sample size : Number of individuals who filed taxes return between April 10 and 15 : n = 400
sample mean refund : = $910
Population Standard deviation of = $1,600
Hypothesized mean : = 1057
Test statistic = -1.84
For left tailed test :
p value = 0.0331
c.At = 0.05, what is your conclusion?
As p-Value i.e. is less than Level of significance i.e
(p-value:0.0331 < 0.05:Level of significance); Reject Null
Hypothesis
Reject Ho. There is sufficient evidence to conclude that the mean refund of "last minute" filers is less than $1,057.
d.
Repeat the preceding hypothesis test using the critical value approach.
a. Develop appropriate hypotheses such that rejection of Ho will support the researcher's contention.
b.
Ho :
Ha :
Sample size : Number of individuals who filed taxes return between April 10 and 15 : n = 400
sample mean refund : = $910
Population Standard deviation of = $1,600
Hypothesized mean : = 1057
Test statistic = -1.84
For left tailed test :
Rejection rule
test statistic Critical value -1.64
State your conclusion.
As Value of the test statistic is less than Critical Value i.e.
( -1.8375<-1.64 ); Reject Null Hypothesis
Reject Ho. There is sufficient evidence to conclude that the mean refund of "last minute" filers is less than $1,057.