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help > RE: ANCOVA - contrast / hypothesis testing
Dec 9, 2019 02:12 AM | Athina Aruldass - University of Cambridge
RE: ANCOVA - contrast / hypothesis testing
Many thanks for your clarifications Andrew - I do have a few
follow-up questions.
I am indeed ultimately interested in modelling the simultaneous effect of group/diagnosis and inflammation on fxnal conn. ie. my wider hypothesis is - inflammation is indeed affecting FC in HC and MDD, but differently in both groups eg. completely different implicated subnetworks, and relationship with inflammation maybe opposite. (Hence, I thought of manipulating the contrast for both main effects instead of controlling for either...)
1) Double checking - is manipulating the interaction effect contrast under t-test, whilst controlling for group and inflammation main effects per your suggestion then testing for the above hypothesis ?
2) Would it be redundant to test for main effect of inflammation in each group separately with NBS ?
3) If (2) is worthwhile, how would the design matrix look like given the regression model is FC ~ inflammation ? is one-sample t-test the stat test option here ?
Apologies in advance if my questions don't make sense again. Thank you for your time and input ! - Athina.
I am indeed ultimately interested in modelling the simultaneous effect of group/diagnosis and inflammation on fxnal conn. ie. my wider hypothesis is - inflammation is indeed affecting FC in HC and MDD, but differently in both groups eg. completely different implicated subnetworks, and relationship with inflammation maybe opposite. (Hence, I thought of manipulating the contrast for both main effects instead of controlling for either...)
1) Double checking - is manipulating the interaction effect contrast under t-test, whilst controlling for group and inflammation main effects per your suggestion then testing for the above hypothesis ?
2) Would it be redundant to test for main effect of inflammation in each group separately with NBS ?
3) If (2) is worthwhile, how would the design matrix look like given the regression model is FC ~ inflammation ? is one-sample t-test the stat test option here ?
Apologies in advance if my questions don't make sense again. Thank you for your time and input ! - Athina.
Threaded View
| Title | Author | Date |
|---|---|---|
| Athina Aruldass | Dec 6, 2019 | |
| Athina Aruldass | Dec 18, 2019 | |
| Andrew Zalesky | Dec 19, 2019 | |
| Athina Aruldass | Jan 6, 2020 | |
| Andrew Zalesky | Jan 6, 2020 | |
| Athina Aruldass | Dec 10, 2019 | |
| Andrew Zalesky | Dec 13, 2019 | |
| Athina Aruldass | Dec 9, 2019 | |
| Andrew Zalesky | Dec 7, 2019 | |
