Question

In: Statistics and Probability

Complete subsequent Tukey Tests and LSD tests on all significant effects and state your conclusions. When...

Complete subsequent Tukey Tests and LSD tests on all significant effects and state your conclusions. When conducting post hoc tests for the type of infection x Time interaction, I want you to examine the effects of type of brain damage at each level of time.

1-2 Years                     3-5 Years                     7-10 Years

Postencephalitic                      71.7                             62.25                           50.00

Postmeningitic    82.0                             79.25                           60.0

Postoperative Control             71.75                           81.75                           89.75

Main Effect of Infection

Postencephalitic                      Postmeningitic                        Postoperative Control

   61.32                                    73.75                                                   81.08

Critical difference Tukey =

Critical difference LSD =

Conclusions Tukey:

Conclusions LSD:

Subsequent Tests for Infection x Time Interaction

Critical Difference Tukey =

Critical Difference LSD =

1-2 years

Conclusions: Tukey:

Conclusions: LSD:

3-5 years

Conclusions: Tukey:

Conclusions: LSD:

7-10 years

Conclusions: Tukey:

Conclusions: LSD:

Solutions

Expert Solution

Given,

1-2 Years                     3-5 Years                     7-10 Years

Postencephalitic                      71.7                             62.25                           50.00

Postmeningitic 82.0                             79.25                           60.0

Postoperative Control 71.75                           81.75                           89.75

Main Effect of Infection

Postencephalitic                      Postmeningitic                        Postoperative Control

   61.32                                    73.75                                                   81.08

The formula for Tukey HSD:




Where:

Mi – Mj is the difference between the pair of means. to calculate this, Mi should be larger than Mj

  MSw is the Mean Square Within, and n is the number in the group or treatment.

Groups count sum average variance

Postencephalitic                      3                           183.95 61.32 10.88

Postmeningitic 3 220.05 73.75 11.98

Postoperative Control 3                          243.24 81.08 9.01

X1 ? X2 = 61.32 ? 73.75 = -12.43

X1 ? X3 = 61.32 ?81.08= -19.76

X 2 ? X3 = 73.75 ?81.08 = ?7.33

F value: 2.616886?

P value: 0.152362?

The formula for the least significant difference is:

Where:
t = critical value from the t-distribution table
MSw = mean square within, obtained from the results of your ANOVA test
n = number of scores used to calculate the means

Critical Values for the Tukey Q Test

d.f. = N – K (ANOVA Error or Within d.f.) for ANOVA: Single Factor

d.f. = N – R*C (ANOVA Within d.f.) for ANOVA: Two-Factor With Replication

d.f. = (R – 1)*(C – 1) (ANOVA Error d.f.) for ANOVA: Two-Factor Without Replication

Number of Groups (Treatments) = K

Lsd result

SS df MS F

Between 135.2882 2 67.6441 0.3527   
Within 1150.5933 6 191.7656
Total 1285.8815 8

LSD 0

SS = Sum of Squares, df = Degrees of Freedom
MS = Mean Squares, F = F - Ratio Test

LSD = Fisherman's Least Significant Difference

Main Effect of Infection

Lsd result

SS df MS F

Between 199.5638 2 99.7819 -   
Within 70.385 2 35.1925 -
Total 199.5638 2

LSD 0

1-2 years

Lsd result

SS df MS F

Between 0 0 - -   
Within 70.385 2 35.1925   
Total 70.385 2  

LSD 0

3-5 years

Lsd result

SS df MS F

Between 0 0 - -   
Within 225.1667 2 112.5833   
Total 225.1667 2  
LSD 0

7-10 years

Lsd result

SS df MS F

Between 0 0 - -   
Within 855.0417 2 427.5208   
Total 855.0417 2  

LSD 0


Related Solutions

Be sure to clearly state your hypotheses in the hypothesis tests and state your conclusions in...
Be sure to clearly state your hypotheses in the hypothesis tests and state your conclusions in terms of the problem. Use ?=.?? for all tests. The following table presents shear strength (in kN/mm) and weld diameters (in mm) for a sample of spot welds. Diameter Strength 4.2                51 4.4                54 4.6               69 4.8                81 5.0                75 5.2               79 5.4                89 5.6               101 5.8                98 6.0               102 6.Can the least-squares line be used to predict the strength for a diameter of...
Be sure to clearly state the hypotheses in the hypothesis tests and state the conclusions in...
Be sure to clearly state the hypotheses in the hypothesis tests and state the conclusions in terms of the problem. Use ?=.?? for all tests. The following table presents shear strength (in kN/mm) and weld diameters (in mm) for a sample of spot welds. Diameter Strength 4.2                51 4.4                54 4.6               69 4.8                81 5.0                75 5.2               79 5.4                89 5.6               101 5.8                98 6.0               102 1.Construct a scatterplot of strength (y) versus diameter (x). Does it appear as though...
Use a 5% significance level for all hypothesis tests (α=.05) unless otherwise noted. Give conclusions as...
Use a 5% significance level for all hypothesis tests (α=.05) unless otherwise noted. Give conclusions as complete sentences. This is considered an ‘open book’ test so you may use the text, StatCrunch, any notes you have, or lecture videos. You should not consult other individuals. 1. A marketing firm was hired by the Acme Company to determine if internet advertising for the company was equally effective in reaching men and women. They sampled 675 men and 703 women and found...
which of the following is in correct? a. very small effects can be highly significant when...
which of the following is in correct? a. very small effects can be highly significant when a test is based on a large sample b. outliers can have a large effect on the formation of confidence intervals c. when forming confidence intervals it is very important that you only take large samples from normal populations d. the margin of error for a confidence interval gets larger as the confidence level increases
" In your opinion, what are the most significant economic effects (both positive and negative) of...
" In your opinion, what are the most significant economic effects (both positive and negative) of protectionist policies? Do you believe it is wise for the United States to enact protectionist policies? Why or why not?
When reporting, why is it necessary to provide evidence to support your statements or conclusions? Discuss...
When reporting, why is it necessary to provide evidence to support your statements or conclusions? Discuss in 80–100 words.
Q1.Must write the hypotheses, analyze and state what your conclusions are and how you have drawn...
Q1.Must write the hypotheses, analyze and state what your conclusions are and how you have drawn your conclusions. Also, state and check your assumptions. Q2.explain the procedure of getting answers step-by-step. Problem 1 : A research study was conducted to examine the clinical efficiency of a new antidepressant. Depressed patients were randomly assigned to one of three groups: a placebo group, a group that received a low dose of the drug, and a group that received a moderate dose of...
Use complete sentences and show all relevant work. Appropriate use of significant figures and units is...
Use complete sentences and show all relevant work. Appropriate use of significant figures and units is required to receive full credit. 1. Is the Haber process an exothermic or endothermic reaction? 2. Write a balanced thermochemical equation with phase labels for the Haber process with the heat energy as part of the equation. 3. What is the theoretical yield of ammonia(in grams) if 17.15 grams of nitrogen gas and 10.95 grams of hydrogen gas are allowed to react? 4. Based...
Question 175 pts A chi-square can be conducted When other tests have failed to yield significant...
Question 175 pts A chi-square can be conducted When other tests have failed to yield significant results Where there is too much error to conduct a regression When you do not have independent samples When you have proportion or frequency data organized by categories
Problem Scenario: Following is a problem description. For all hypothesis tests, you MUST state the statistical...
Problem Scenario: Following is a problem description. For all hypothesis tests, you MUST state the statistical test you are using and use the P-VALUE METHOD through Microsoft Excel to make your decision. Show all steps, calculations, and work. For confidence intervals there is a specific Excel tool for each interval.  Treat each part of the question as a separate problem -- we use the same data set but are answering different “research questions”. Many parts of cars are mechanically tested to...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT