Reference no: EM132250368
Can anyone help me with anwser the following question for a project:
Research Question: Is there a difference in housing expenditures between not married and married people (this is a 2-tailed test)
Two Sample Hypothesis Test that Will Be Used and Rationale for Using It: The two sample hypothesis test will be used to show if being married or not will effect housing expenditures.
State the Random Variable and Parameters in Words: In this two-sample hypothesis test analysis, a marriage variable and a housing expenditure variable will be used to determine whether the occurrence of marriage affects the probability of occurrence of housing expenditures. The marriage variable will be split into two groups: married and not married.
State Null and Alternative Hypotheses and Level of Significance: There is a significant difference in the housing expenditures between the first group and the second group.
For two-tailed (not equal to): There is significant difference in housing expenditures between the first group and the second group
For one-tailed (>): the first group has statistically significant higher housing expenditures than the second group.
For one-tailed (<): the first group has statistically significant lower housing expenditures than the second group.
The level of significance would be 5% Method Used to Analyze Data: I used the chi-square calculation and other methods. Find the sample statistic, test statistic, and p-value:
Conclusion Regarding Whether or Not to Reject the Null Hypothesis:
This is the data we are to use:
Not Married 18391
Not Married 18514
Not Married 18502
Not Married 18838
Not Married 18633
Not Married 18619
Not Married 18312
Not Married 18484
Not Married 18576
Not Married 18376
Not Married 18520
Not Married 18435
Not Married 18648
Not Married 18389
Not Married 18483
Married 22880
Married 23407
Married 22376
Married 22621
Married 22219
Married 22852
Married 26411
Married 25531
Married 23139
Married 27164
Married 23252
Married 23374
Married 22245
Married 25671
Married 26006