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WIP: Get started on two dimensional regression#99

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RomeoV wants to merge 4 commits intoJuliaStats:masterfrom
RomeoV:two-dimensional-regression
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WIP: Get started on two dimensional regression#99
RomeoV wants to merge 4 commits intoJuliaStats:masterfrom
RomeoV:two-dimensional-regression

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@RomeoV
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@RomeoV RomeoV commented Feb 11, 2025

There is already infrastructure for multi-dimensional regression, except for the polynomial fitting.
This implements basic cubic regression in the two-dimensional case only.
Probably we can write even more general code for arbitrary dimensions, but it's not completely straight forward.

Also, currently the interface is a big mess (should the inputs be Tuples, Vector, SVectors)?

Nonetheless, I'm putting this here. Perhaps I will have more time to refine it - otherwise it may serve as an inspiration to others.

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codecov-commenter commented Feb 11, 2025

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 91.84%. Comparing base (5286502) to head (e27b5a8).
⚠️ Report is 41 commits behind head on master.

Additional details and impacted files
@@            Coverage Diff             @@
##           master      #99      +/-   ##
==========================================
+ Coverage   86.03%   91.84%   +5.80%     
==========================================
  Files           2        2              
  Lines         222      233      +11     
==========================================
+ Hits          191      214      +23     
+ Misses         31       19      -12     

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