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two stage method hyperparameters

Open ArnoStrouwen opened this issue 3 years ago • 3 comments

Could it be documented if/how the width and weights of the kernels are adapted based on the frequency of the data? In particular if the time between measurements is not equal.

e.g. where things like https://github.com/SciML/DiffEqParamEstim.jl/blob/5866c3238f9e65320e41054f9617535c4be54a72/src/two_stage_method.jl#L56 come from

ArnoStrouwen avatar Aug 01 '22 23:08 ArnoStrouwen

yes, that would be nice to add.

ChrisRackauckas avatar Aug 02 '22 14:08 ChrisRackauckas

@ChrisRackauckas, do you know from where the formula for bandwidth is taken? I am unable to locate the source.

sathvikbhagavan avatar Sep 03 '23 13:09 sathvikbhagavan

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2631937/

ChrisRackauckas avatar Sep 03 '23 19:09 ChrisRackauckas