Question

In: Statistics and Probability

In a study of Marfan syndrome, Pyeritz et al.(A-34) reported the following severity scores of patients...


In a study of Marfan syndrome, Pyeritz et al.(A-34) reported the following severity scores of
patients
with no, mild, and marked dural ectasia. May we conclude, on the basis of these data, that mean
severity
scores differ among the three populations represented in the study? Let a ¼ :05 and find the p
value. Use Tukey’s procedure to test for significant differences among individual pairs of sample
means.
No dural ectasia: 18, 18, 20, 21, 23, 23, 24, 26, 26, 27, 28, 29, 29, 29, 30, 30, 30,
30, 32, 34, 34, 38
Mild dural ectasia: 10, 16, 22, 22, 23, 26, 28, 28, 28, 29, 29, 30, 31, 32, 32, 33, 33,
38, 39, 40, 47
Marked dural ectasia: 17, 24, 26, 27, 29, 30, 30, 33, 34, 35, 35, 36, 39
Source: DSPSS printouts should be included ata provided courtesy of Reed E. Pyeritz, M.D., Ph.D.


Solutions

Expert Solution

Tests of Between-Subjects Effects
Dependent Variable: Severity Score
Source Type III Sum of Squares df Mean Square F Sig.
Corrected Model 92.893a 2 46.446 1.044 .359
Intercept 44468.351 1 44468.351 999.667 .000
Dural 92.893 2 46.446 1.044 .359
Error 2357.607 53 44.483
Total 48738.000 56
Corrected Total 2450.500 55

Comment: The p-value for Dural Ectasia is 0.359. Hence, the factor dural ectasia does not have a significant effect on the severity score at the 0.05 significance level. So, the post-hoc test is not required in general.

Tukey’s procedure to test for significant differences among individual pairs of sample means is

Multiple Comparisons
Severity Score
Tukey HSD
(I) Dural Ectasia (J) Dural Ectasia Mean Difference (I-J) Std. Error Sig. 95% Confidence Interval
Lower Bound Upper Bound
No Mid -2.1061 2.03475 .558 -7.0124 2.8003
Marked -3.1573 2.33318 .373 -8.7833 2.4686
Mid No 2.1061 2.03475 .558 -2.8003 7.0124
Marked -1.0513 2.35373 .896 -6.7267 4.6242
Marked No 3.1573 2.33318 .373 -2.4686 8.7833
Mid 1.0513 2.35373 .896 -4.6242 6.7267

Comment: All the p-values are more than 0.05 significance level. Hence, there is no significant difference between the pairs of means.


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