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In this answer on MSE it is shown that the function $$ K:(\mathbb{R}^{>0})^n\times (\mathbb{R}^{>0})^n\rightarrow\mathbb{R}\,\quad K(x,y)=\frac{\sum_{i=1}^n\min{(x_i,y_i)}}{\sum_{i=1}^n\max{(x_i,y_i)}}$$ is positive semi-definite, i.e. a kernel function.

I would like to know the native space, i.e. the associated reproducing kernel Hilbert-space, of this kernel. I could determine that the space in case $n=1$ is the pull back by $\log$ of the Sobolev-Space $W^{1,2}(\mathbb{R})$ (see this answer). But this is no longer true for $n>1.$

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  • $\begingroup$ Have you made any progress in this question? $\endgroup$ Commented Nov 26, 2021 at 17:47
  • $\begingroup$ Nope, I tried and failed! $\endgroup$
    – g g
    Commented Nov 26, 2021 at 20:01

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