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Add an option to combine intensity and dwell pValue for parametric tests #83

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a-slide opened this issue Apr 17, 2019 · 1 comment
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a-slide commented Apr 17, 2019

For non parametric tests, Nanocompore performs 1 test or Dwell time and 1 test for intensity per position. I would be nice to combine both using the Hou's method

An alternative solution would be to implement a bivariate parametric or non-parametric test such as the Hotelling's T-squared distribution or a bivariate KS test => https://www.sciencedirect.com/science/article/pii/S0047259X03000794?via%3Dihub

@a-slide a-slide added the enhancement New feature or request label Apr 17, 2019
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a-slide commented Sep 2, 2019

Or something like that:
https://stats.stackexchange.com/questions/27288/two-dimensional-kolmogorov-smirnov
One of the answers mentions a Python implementation

@tleonardi tleonardi added this to the Version 1.1.0 milestone Oct 29, 2019
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