Introductory Biostatistics

(Chris Devlin) #1
Note: An SAS program would include these instructions:

DATA;
INPUT GROUP $ SERUMT;
DATALINES;
N .44
...
N .87
F .46
...
F .65
L .37
...
L .51
H .44
...
H .54;
PROC ANOVA;
CLASS GROUP;
MODEL SERUMT = GROUP;
MEANS GROUP;


The last row is an option to provide the sample mean of each group.


7.6 BRIEF NOTES ON THE FUNDAMENTALS


There are two simple, di¤erent, but equivalent ways to view Wilcoxon’s rank-
sum test. In the first approach, one can view the ranksR 1 ;R 2 ;...;Rnfrom a
combined sample,n¼n 1 þn 2 , as forming finite population. The mean and
variance of this finite population are



Pn
i¼ 1 Ri
n

¼
nþ 1
2

s^2 ¼

Pn
i¼ 1 ðRimÞ

2
n

¼

n^2  1
12

Under the null hypothesis, the rank sumR, from the sample with sizen 1 ,isthe
total from a sample of sizen 1 from the finite population above, so that


BRIEF NOTES ON THE FUNDAMENTALS 269
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