Question

In: Statistics and Probability

Individuals filing federal income tax returns prior to March 31 received an average refund of $1,057....

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.

Solutions

Expert Solution

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.


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