Question

In: Statistics and Probability

Which Data Set should you run a post-hoc T-test on? Think about what an ANOVA can...

Which Data Set should you run a post-hoc T-test on? Think about what an ANOVA can tell us and what can't an ANOVA tell us?

Group of answer choices

Data Set B

Data Set A

Flag this Question

Question 21 pts

Using Data Set A, run the Single Factor ANOVA in Excel, as we did in class. What p-value did you get?

Data Set A:

Speech Statistics Chemistry
19 69 35
14 14 12
7 32 17
28 9 30
39 5 35
33 16 8
16 15 37
18 26
39 10
26
6

Group of answer choices

0.88

0.98

1.98

1.88

Flag this Question

Question 31 pts

Using Data Set B, run the Single Factor ANOVA in Excel, as we did in class. What p-value did you get?

Data Set B:

Math History Oceanography
43 66 31
53 54 40
49 58 53
54 64 42
43 64 51
43 64 38
45 56 55
51 55 46
54 54 40

Group of answer choices

0.48

1.48

0.000048

0.0048

Flag this Question

Question 41 pts

Using Data Set A, what F and F critical values did you get?

Speech Statistics Chemistry
19 69 35
14 14 12
7 32 17
28 9 30
39 5 35
33 16 8
16 15 37
18 26
39 10
26
6

Group of answer choices

0.013; 3.40

0.210; 4.10

0.00002; 2.21

1.98; 19.28

Flag this Question

Question 51 pts

Using Data Set B, what F and F critical values did you get?

Math History Oceanography
43 66 31
53 54 40
49 58 53
54 64 42
43 64 51
43 64 38
45 56 55
51 55 46
54 54 40

Group of answer choices

12.12; 4.28

15.50; 3.40

30; 15.30

2.33; 9.38

Flag this Question

Question 61 pts

Below you will find the null and alternative hypothesis for an ANOVA:

H0: μ1 = μ2 = μ3
H1: at least one of the means is different.

For Data Set A, based on the p-value and F vs. F critical values we found above, do we fail to reject the null hypothesis? Or, do we reject the null hypothesis?

Group of answer choices

Fail to Reject

Reject

Flag this Question

Question 71 pts

Below you will find the null and alternative hypothesis for an ANOVA:

H0: μ1 = μ2 = μ3
H1: at least one of the means is different.

For Data Set B, based on the p-value and F vs. F critical values we found above, do we fail to reject the null hypothesis? Or, do we reject the null hypothesis?

Group of answer choices

Fail to Reject

Reject

Flag this Question

Question 81 pts

Which Data Set should you run a post-hoc T-test on? Think about what an ANOVA can tell us and what can't an ANOVA tell us?

Group of answer choices

Data Set B

Data Set A

Flag this Question

Question 91 pts

Tell us, in a short answer, why we run a post-hoc test after an ANOVA? What can a T-test tell us? When you run the t-test, do we want a big or small P (T<=t) two-tail value? Why?

Solutions

Expert Solution

Which Data Set should you run a post-hoc T-test on? Think about what an ANOVA can tell us and what can't an ANOVA tell us?

Answer :

what can ANOVA can tell us ?

it is used to determine  whether there are statistically significant difference between the means of two or more independent groups .

and what can't an ANOVA tell us?

= anova only tell us there is significant difference between means or not . it can not tell which mean is different exactly . we can find out it by using post hoc test or that kind of test .

Group of answer choices

Data Set B

Data Set A

Flag this Question

Question 21

Using Data Set A, run the Single Factor ANOVA in Excel, as we did in class. What p-value did you get?

Answer : first here i have given output of the anova for data set A and data set B

for output for data set A :

## now anova output for data B :

## Question 21

Using Data Set A, run the Single Factor ANOVA in Excel, as we did in class. What p-value did you get?

Answer : 0.9874 ie 0.98

## Question 31 Using Data Set B, run the Single Factor ANOVA in Excel, as we did in class. What p-value did you get?

Answer : 0.000048

## Question 41 Using Data Set A, what F and F critical values did you get?

Answer :  0.013; 3.40

## Question 51 Using Data Set B, what F and F critical values did you get?

Answer :  15.50; 3.40

## Question 61 Below you will find the null and alternative hypothesis for an ANOVA:

H0: μ1 = μ2 = μ3

H1: at least one of the means is different.

For Data Set A, based on the p-value and F vs. F critical values we found above, do we fail to reject the null hypothesis? Or, do we reject the null hypothesis?

Group of answer choices

Fail to Reject

## Question 71 Below you will find the null and alternative hypothesis for an ANOVA

H0: μ1 = μ2 = μ3

H1: at least one of the means is different.

For Data Set B, based on the p-value and F vs. F critical values we found above, do we fail to reject the null hypothesis? Or, do we reject the null hypothesis?

Group of answer choices

  Reject

## Question 81 Which Data Set should you run a post-hoc T-test on? Think about what an ANOVA can tell us and what can't an ANOVA tell us?

Group of answer choices

Data Set B

## Question 91

Tell us, in a short answer, why we run a post-hoc test after an ANOVA? What can a T-test tell us? When you run the t-test, do we want a big or small P (T<=t) two-tail value? Why?

Answer :

ANOVA can not tell which mean is different exactly . we can find out it by using post hoc test or that kind of test .

and post hoc test is valid only if we reject Ho . once we have reject Ho we can find out which pair mean difference statistically .

## What can a T-test tell us? When you run the t-test, do we want a big or small P (T<=t) two-tail value? Why?

T test is used for find out mean difference  between two treatments or groups . and used two tail because there is non directional tail hence used two tailed test .  


Related Solutions

When should you run post hoc tests? Why would you conduct a post hoc test? Explain...
When should you run post hoc tests? Why would you conduct a post hoc test? Explain why not just run three different t-Tests, one comparing groups 1 and 2, one comparing groups 1 and 3, and one comparing groups 2 and 3? Provide an example in which you would need to run a post-hoc test. sagreement.
When should you run post hoc tests? Why would you conduct a post hoc test? Explain...
When should you run post hoc tests? Why would you conduct a post hoc test? Explain why not just run three different t-Tests, one comparing groups 1 and 2, one comparing groups 1 and 3, and one comparing groups 2 and 3? Provide an example in which you would need to run a post-hoc test.
Test a hypothesis using variables in the data set for which ANOVA is the appropriate test...
Test a hypothesis using variables in the data set for which ANOVA is the appropriate test (do NOT use the variables assigned for the final project). Data: Gender abuse female 7.00    female .00 female 7.00 male 7.00 male .00 male 7.00 female 7.00 female 7.00 female .00 female .00 State the null and research hypotheses in statistical terms, including the appropriate notation. Explain why ANOVA is the appropriate test. In your explanation, describe the formula (13.1) for the statistic...
Direction: A small data set is given below. You will run a t-test using Excel. You...
Direction: A small data set is given below. You will run a t-test using Excel. You must provide Excel output to get full credit for this question. A medical researcher wants to determine whether a drug changes the body’s temperature. Seven test subjects are randomly selected, and the body temperature (in degrees Fahrenheit) of each is measured. The subjects are then given the drug and after 20 minutes, the body temperature of each is measured again. The results are listed...
Would you carry out a post-hoc test for the following one-way ANOVA result? Why? F(3, 30)...
Would you carry out a post-hoc test for the following one-way ANOVA result? Why? F(3, 30) = 2.23, p > .05
Why would you use ANOVA when you could just run many sets of t-tests? [Think about...
Why would you use ANOVA when you could just run many sets of t-tests? [Think about practical considerations, as well as statistical considerations.]
conduct a post hoc test (Bonferroni test) to find out which difference contributes the most to...
conduct a post hoc test (Bonferroni test) to find out which difference contributes the most to the F ratio (i.e., F(obtained)). Interpret the Bonferroni test results. (5 points) Need help with interpreting the results posted below please. pairwise.t.test(EP.$POLVIEWS, EP.$DEGREE, p.adj = "bonf")             Pairwise comparisons using t tests with pooled SD data: EP.$POLVIEWS and EP.$DEGREE                          BACHELOR      GRADUATE      HIGH SCHOOL             JUNIOR COLLEGE GRADUATE       2.2e-06           -                       -                                        -             HIGH SCHOOL    0.21                1.0e-13...
Question 1: A small data set is given below. You will run a t-test using Excel....
Question 1: A small data set is given below. You will run a t-test using Excel. In order to receive full credit, you must turn in Excel output and your final answers. Round off final answers to three decimal places, if appropriate. A medical researcher wants to determine whether a drug changes the body’s temperature. Seventest subjects are randomly selected, and the body temperature (in degrees Fahrenheit) of each is measured. The subjects are then given the drug and after...
a. Re-run the data using ANOVA on Excel. You may choose which ANOVA is most appropriate....
a. Re-run the data using ANOVA on Excel. You may choose which ANOVA is most appropriate. b. Show the Excel ANOVA output and describe what the output means. Month Chevy Cruze Ford Focus Hyundai Elantra Honda Civic Toyota Corolla VW Jetta January 21,711 21,303 21,006 19,341 20,985 19,671 February 18,274 19,385 19,992 20,872 19,785 19,105 March 17,934 16,557 15,713 17,181 16,889 16,006 April 19,387 17,420 15,054 14,500 14,093 14,083 May 17,097 16,147 15,023 15,800 15,727 16,875 June 16,244 16,173 14,295...
Briefly describe the different post hoc tests (e.g., LSD, HSD, Fisher’s protected t tests, Bonferroni test)...
Briefly describe the different post hoc tests (e.g., LSD, HSD, Fisher’s protected t tests, Bonferroni test) and why they are useful.
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT