假設為了瞭解猛犬颱風對乳牛產量的影響,從DHI紀錄中逢基取得10頭泌乳牛在颱風前一週與颱風後一週的每日產乳紀錄如下,是比較颱風對乳牛泌乳量是否有影響?
牛隻編號 |
025 |
028 |
076 |
084 |
096 |
111 |
123 |
131 |
146 |
150 |
颱風前乳量 |
20 |
23 |
30 |
28 |
16 |
22 |
25 |
27 |
12 |
30 |
颱風後乳量 |
18 |
20 |
28 |
24 |
15 |
22 |
26 |
22 |
13 |
26 |
data typhoon;
input no$ before after @@ ;
diff= before-after;
cards;
025 20 18
028 23 20
076 30 28
084 28 24
096 16 15
111 22 22
123 25 26
131 27 22
146 12 13
150 30 26
;
run;
proc means t prt; /*t檢定*/
var diff;
run;
proc ttest ; /*paired-t檢定*/
paired before*after;
run;
SAS output
The SAS System
The MEANS Procedure
Analysis Variable : diff |
|
t Value |
Pr > |t| |
2.82 |
0.0201 |
The SAS System
The TTEST Procedure
Difference: before - after
N |
Mean |
Std Dev |
Std Err |
Minimum |
Maximum |
10 |
1.9000 |
2.1318 |
0.6741 |
-1.0000 |
5.0000 |
Mean |
95% CL Mean |
|
Std Dev |
95% CL Std Dev |
|
1.9000 |
0.3750 |
3.4250 |
2.1318 |
1.4663 |
3.8918 |
DF |
t Value |
Pr > |t| |
9 |
2.82 |
0.0201 |