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Add analysis of correlation matrix transforms
* [ ] implement Stan's correlation matrix transform as a Stan program
* [ ] implement the alternative from @adamhaber used in TensorFlow and discussed…
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Thank you for this wonderful tool. The regression command usually requires covariates to run the model. Is there an option to exclude the covariates when running the regression?
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### Description
Currently the Eigenvalues of the original correlation matrix are reported, i.e., these are the Eigenvalues associated with principal components and not common factors. Therefore, I su…
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Define the applications needed following the different steps of the study:
1. gamma-ray data selection
2. gamma-ray maps production (counts maps, intensity maps, foreground subtraction,...)
3. matt…
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Should include metrics, plots, correlation analysis for daily values with the ability to filter by date
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create feature analysis class to give an overview of the variables, their distribution and their correlations.
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After applying the mask there still NaNs. Such NaNs due to issue:
https://github.com/phenology/infrastructure/issues/55
will be set to 0.0 and therefore affect correlation analysis.
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## Describe the task
So far I have made a correlation matrix for the CEJST thresholds and have begun the process of collapsing thresholds by category.
* correlation matrix:
![unnamed-chunk-2-1](h…
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Blurb / summarize this: https://www.biorxiv.org/content/10.1101/2024.08.02.606405v1.full.pdf
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I am not sure if CCA analysis include removing correlation step. Check it and make proper.