Help with t-test. Accecpting or rejecting null hypothesis?
Ok so I have data from 2 samples one is a control and the other is with an added chemical. The data shows the strengths for a compound with or without this chemical added.
Test 1 (without): 25.1, 24.4, 25.8, 25.2, 23.9, 24.7, 24.3, 26.0, 23.8, 24.6
Test 2 (with): 25.3, 26.8, 26.5, 24.5, 27.2, 24.8, 24.1, 25.9, 25.3
from my calculations i got:
degree of freedom = 18, pooled varience = 0.80335, standard error of difference = 0.4008
t- value = 1.896, critical value (0.05) = 1.734
my question is do i accecpt or reject the null hypothesis. For instance do I say "since the t value is close to the critical value, adding the chemical will increase the strength"
Thanks!