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  • !155

New functions: MSE and MSSS

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Merged Carlos Delgado Torres requested to merge develop-MSSS into master Jun 20, 2023
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Hi @aho and @erifarov,

I have included two new functions in this branch:

  • MSE to compute the Mean Squared Error
  • MSSS to compute the Mean Squared Error Skill Score

These functions are very similar to RMSE and RMSSS (same metrics without the squared root), but @nperez and I think it is important to include them as they are used in several studies instead of the RMSE/RMSSS.

I have slightly modified RMSE and RMSSS:

  • It is now possible to have memb_dim in RMSE to compute the ensemble mean inside (it was already possible in RMSSS)
  • In RMSSS, I have move the lines that created the ref array in case it is provided as a number (e.g. 0 to use the standard climatological forecast). The reason is that it failed when checking that it has the same dimensions as exp because it was still a number instead of an array.
  • I have added two more examples to both functions.

Please let me know if anything is unclear or if you want to discuss anything.

Thank you,
Carlos

Edited Jun 20, 2023 by Carlos Delgado Torres
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Source branch: develop-MSSS