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change slice sampler parameters to match HDDM #388

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frankmj opened this issue Apr 10, 2024 · 1 comment
Open

change slice sampler parameters to match HDDM #388

frankmj opened this issue Apr 10, 2024 · 1 comment
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enhancement New feature or request

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@frankmj
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frankmj commented Apr 10, 2024

Reports that slice sampler is quite slow - makes sense that it is slower than the NUTS sampler but it is also a lot slower than the one in HDDM. I believe this is because in HDDM we tuned the slice sampler parameters so that they were much more effective for DDM (and it seemed to work fine for other SSMs/ LANs), so one very simple thing to do is to just reuse the slice params from HDDM to be default for HSSM slice.

@AlexanderFengler AlexanderFengler self-assigned this May 7, 2024
@digicosmos86 digicosmos86 added the enhancement New feature or request label May 8, 2024
@AlexanderFengler
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First tests do not show any significant impact of setting slice widths per parameter.
More testing required.

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