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Stats tests between conditions #74

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venkateshness opened this issue Aug 20, 2023 · 1 comment
Open

Stats tests between conditions #74

venkateshness opened this issue Aug 20, 2023 · 1 comment
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@venkateshness
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venkateshness commented Aug 20, 2023

Statistical tests looking into the amount of interaction of the SDI between two conditions

Detailed Description

This provides support for answering question about whether SDI between conditions vary. Addressing using parametric ttests and packaged alongside the mutiple comparison correction

Context / Motivation

  • Comes in handy when there's a need to check for the difference in the SDI across a pair of conditions / states e.g: baseline vs post-onset / resting-state eyes-open vs eyes-closed

Possible Implementation

  • First, takes in the first-level test statistics (or equivalent; such as SDI across subjects; n_subs x n_ROIs) for a pair of conditions
  • Paired ttest between two observation groups across all ROIs; observations are subjects
  • Bonferroni and/or FDR correction

At the end, the test reveals the regions that are significantly different between conditions

@venkateshness venkateshness added the Enhancement New feature or request label Aug 20, 2023
@venkateshness venkateshness self-assigned this Aug 20, 2023
@venkateshness venkateshness added the Minormod This PR generally closes an `Enhancement` issue. It increments the minor version (0.+1.0) label Aug 20, 2023
@smoia smoia removed the Minormod This PR generally closes an `Enhancement` issue. It increments the minor version (0.+1.0) label Aug 21, 2023
@venkateshness
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@smoia, this on the other hand we are using in the current study, so we just have to for it to get published !

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