In: Statistics and Probability
Do hypothesis testing (t test)
Test to see if there is a difference between grade of male and female students - insert the SPSS output in the space below.
a- What would be the alternate hypothesis for the study?
b- What would be the null hypothesis?
c- What Level of Significance do you choose?
d- What is the computed t critical value for the study?
e- What is the P-value of the test?
f- What is the conclusion?
Gender | Grade | Ehicity |
Female | 87 | African American |
Male | 95 | Hispanic |
Female | 81 | White |
Female | 74 | White |
Female | 73 | African American |
Male | 92 | African American |
Female | 63 | White |
Female | 55 | White |
Female | 94 | White |
Female | 84 | White |
Male | 88 | White |
Male | 78 | Hispanic |
Male | 75 | African American |
Male | 93 | Hispanic |
Female | 87 | Hispanic |
Male | 65 | Hispanic |
Male | 90 | African American |
Female | 89 | African American |
Female | 82 | White |
Female | 77 | African American |
Female | 82 | White |
Female | 72 | White |
Female | 86 | White |
Female | 60 | White |
Female | 90 | Hispanic |
Male | 87 | Hispanic |
Female | 89 | African American |
Male | 77 | African American |
Male | 76 | Hispanic |
Female | 80 | Hispanic |
Female | 74 | Hispanic |
Female | 88 | White |
Female | 80 | White |
Female | 80 | African American |
Female | 81 | White |
Male | 74 | Hispanic |
Male | 80 | White |
Female | 74 | African American |
Female | 91 | White |
Male | 74 | White |
a) The alternate hypothesis for the study is:
H1: There is a significant difference between mean grade of male and female students.
b) The null hypothesis is:
H0: There is no significant difference between mean grade of male and female students.
c) The Level of Significance is 0.05
d) The computed t critical value for the study is 0.632
e) The P-value of the test is 0.531
f) Conclusion: The p-value of t test is greater than 0.05. Hence we accept null hypothesis at 5% level of significance and conclude that there is no significant difference between mean grade of male and female students