H0 - null hypothesis - there is no
significant difference
between method A and B
H1 - alternative hypothesis - there is difference
(two tail test)
For example [with 5% (a=0.05) level of significance ]:
Based on the above results I can say that: since P=0.009103483 and this is lover than a=0.05 (P<0.05), I can claim that:
I'm 95% (a=0.05) sure that there is significant
difference between A and B, because (P<0.05).
On the other hand, we can have:
In this case P=0.649507752, hence I can claim that:
I'm 95% (a=0.05) sure that there is no significant
difference between A and B, because (P>0.05).
Above paired t-test was performed in Excel.