GP with binned data

[temuller]

I was wondering if there is an implementation or a way to use the existing tools to do GP with binned data for bins with irregular shapes (like a passband). I want to do something similar to what is discussed here https://arxiv.org/pdf/1809.02010.pdf, but for any kernel and non-rectangular bins.

[dfm]

There isn't anything like that implemented in George. In most cases, you'll probably need to integrate the kernel yourself and provide a custom kernel if it can't be written using the existing ones. The docs for implementing custom kernels are here: https://george.readthedocs.io/en/latest/tutorials/new-kernel/

Hope this helps!

On Tue, Nov 6, 2018 at 8:20 AM temuller [email protected] wrote:

I was wondering if there is an implementation or a way to use the existing tools to do GP with binned data for bins with irregular shapes (like a passband). I want to do something similar to what is discussed here https://arxiv.org/pdf/1809.02010.pdf https://urldefense.proofpoint.com/v2/url?u=https-3A__arxiv.org_pdf_1809.02010.pdf&d=DwMCaQ&c=slrrB7dE8n7gBJbeO0g-IQ&r=AvKCBU-zyph1qdf6NaatMQ&m=U2JYYTVXCWwsPU_apBIugbF_UoAPE4HScQ-H6XybZ0A&s=19jJTu5zXnNl7mp-zKADmSJ1t8rxUYRiRcf7NC2yhJU&e=, but for any kernel and non-rectangular bins.

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[temuller]

That might help, thanks!