help > RE: One sample or t-test
May 10, 2025  12:05 AM | Andrew Zalesky
RE: One sample or t-test

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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TitleAuthorDate
LJ Yin Sep 3, 2018
Alessio Bellato Oct 12, 2018
Andrew Zalesky Oct 15, 2018
liam nestor May 9, 2025
RE: One sample or t-test
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