BIO A01H3 Y Fall 2017
Guide to Preparing and Interpreting the Result of your Student’s t-Test
You can either do the t-tests on licensed statistical programs on computers in UTSC’s computer stats
labs or you can use free online ‘plug-in’ programs such as the one found at
http://www.graphpad.com/quickcalcs/ttest1.cfm?Format=C
The step-by-step instructions below are based on the latter graph pad program. Read the website
thoroughly, and consider what boxes should be selected given the data set.
Step 1: What is your H1? What is your H0? The standard rule for a t-test is that if your Sample
statistic falls within 95% of the range of values expected for H0 , then you fail to reject H0, and
there is no difference between your value and the value expected under H0. Remember that if
your Sample statistic falls beyond the 95% range, in the “tails” of the expected distribution,
then you reject H0 because it is unlikely that your Sample statistic is drawn from the same
range of values as H0. In other words, the two groups you are comparing in your t-test are
different. Just because your data is different does not necessarily mean that the finding
supports H1. Whether or not H1 is supported by your data is an interpretation that you should
address in your Discussion!
Step 2: Find your degrees of freedom (df) in Table 2 below. Go across that row to find the
Critical t-value under α= 0.05. Note this value in your Worksheet.
Step 3: Compare your Calculated t-test statistic to the Critical t-test value. Is larger or
smaller? Follow the guidelines under Table 1 below to draw your statistical conclusion.
http://www.graphpad.com/quickcalcs/ttest1.cfm?Format=C
Table 1: Table of Critical t Values of Student's t Distribution with df Degrees of Freedom.
α (2 tail) = 0.2 0.1 0.05 0.02 0.01
df
1 3.078 6.314 12.706 31.819 63.655
2 1.886 2.920 4.303 6.965 9.925
3 1.638 2.353 3.182 4.541 5.841
4 1.533 2.132 2.776 3.747 4.604
5 1.476 2.015 2.571 3.365 4.032
6 1.440 1.943 2.447 3.143 3.707
7 1.415 1.895 2.365 2.998 3.500
8 1.397 1.860 2.306 2.897 3.355
9 1.383 1.833 2.262 2.821 3.250
10 1.372 1.812 2.228 2.764 3.169
11 1.363 1.796 2.201 2.718 3.106
12 1.356 1.782 2.179 2.681 3.055
13 1.350 1.771 2.160 2.650 3.012
14 1.345 1.761 2.145 2.625 2.977
15 1.341 1.753 2.131 2.603 2.947
16 1.337 1.746 2.120 2.584 2.921
17 1.333 1.740 2.110 2.567 2.898
18 1.330 1.734 2.101 2.552 2.878
19 1.328 1.729 2.093 2.540 2.861
20 1.325 1.725 2.086 2.528 2.845
21 1.323 1.721 2.080 2.518 2.831
22 1.321 1.717 2.074 2.508 2.819
23 1.319 1.714 2.069 2.500 2.807
24 1.318 1.711 2.064 2.492 2.797
25 1.316 1.708 2.060 2.485 2.787
26 1.315 1.706 2.056 2.479 2.779
27 1.314 1.703 2.052 2.473 2.771
28 1.313 1.701 2.048 2.467 2.763
29 1.311 1.699 2.045 2.462 2.756
30 1.310 1.697 2.042 2.457 2.750
31 1.309 1.696 2.040 2.453 2.744
32 1.309 1.694 2.037 2.449 2.739
33 1.308 1.692 2.035 2.445 2.733
34 1.307 1.691 2.032 2.441 2.728
35 1.306 1.690 2.030 2.438 2.724
36 1.306 1.688 2.028 2.435 2.720
37 1.305 1.687 2.026 2.432 2.715
38 1.304 1.686 2.024 2.429 2.712
39 1.304 1.685 2.023 2.426 2.708
40 1.303 1.684 2.021 2.423 2.705
Table 2. Guide for interpreting Calculated t Values and Probability Values from Excel.
Method 1
Method 2
Conclusion
if
t
>
t
Critical (in Table 2)
if
p < 0.05
then
reject Ho
if t < t Critical (in Table 2) if p > 0.05 then fail to reject Ho
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