Hi Liam,
There is no "right" or "wrong" threshold.
For the one-sample test, the test statistic is based on mean connectivity (as opposed to a t-statistic), so depending on your connectivity values, you may want to try a relatively low threshold, compared to the t-statistic threshold used for the two-sample t-test.
In practice, the one-sample test is rarely used.
Andrew
Originally posted by liam nestor:
Dear Andrew
I have came across this discussion and I'm curious about why you are recommending a much lower range of thresholds for a one-sample t-test.
I conducted some one-sample t-test analyses to examine within group patterns of connectivity.
I have found that using the same t threshold as I have used for unpaired t-test analyses does not yield any significant results.
If I open the NBS.test_stat file generated by the one-sample t-test analysis, the values look like coefficient values, not t-stat values.
If I lower the t threshold to just below 1 for the one-sample t-test analyses, I do see significant results.
Is there something different in the thresholding process for a one-sample t-test compared to an unpaired t-test that I need to consider? Am I getting something wrong here?
All the best , Liam.
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Title | Author | Date |
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LJ Yin | Sep 3, 2018 | |
Alessio Bellato | Oct 12, 2018 | |
Andrew Zalesky | Oct 15, 2018 | |
liam nestor | May 9, 2025 | |
Andrew Zalesky | May 10, 2025 | |
liam nestor | May 10, 2025 | |
Alessio Bellato | Oct 16, 2018 | |
Selma Lugtmeijer | Mar 17, 2022 | |
Andrew Zalesky | Mar 17, 2022 | |
Andrew Zalesky | Sep 4, 2018 | |
LJ Yin | Sep 6, 2018 | |
Andrew Zalesky | Sep 7, 2018 | |