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While the design philosophy of this library is generally to frame causal computations as probabilistic ones, Pyro is a sufficiently rich foundation that other algorithmic approaches to causal inferenc…
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Question via email
> I have been trying to fit a GLMM with Gamma distribution(link=log). Then I used DHARMa to diagnose the dispersion. It showed an underdispersion.
> To my best knowledge and th…
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Just running nonparametric-hmc alone on the Gaussian Mixture Model gives
In the paper the correct value is given much more distinctly
Maybe it's a different version of Torch?
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#624 parameterized link function
#3224 nonlinear transformation to normality
AFAIU:
link function GLM, single index models use
`E(y|x) = f(x b)`
transformation model uses
`z = f(y|x) ~ N(g(x b…
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At some point we should change back-calculation to nonparametric infection model throughout as that's what we're calling it in the model definition vignette.
_Originally posted by @sbfnk in https:/…
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e.g. statements of continuity, concavity, etc, without having to be more explicit about the functional form than can be justified by the biology.
Illustrate how the addition of these constraints im…
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Currently during BOSS compilation following warnings are raised:
```
[ Info: Precompiling BOSS [15052f3f-a82a-4ca3-bbc4-f478a3bd1ae2]
WARNING: Method definition mean_vector(AbstractGPs.CustomMean…
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Dear cate-art,
I'm a student who is learning how to apply nonparametric model to option pricing and your repository is of great help for me. I wanna try the code in your repository but it seems tha…
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Can you add the support for the Beta Mixture Model. This is a particular useful in point process estimation and one of the nice features of the `dirichletprocess` R package. This would be helpful to h…
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Hi everybody! I'm quite new to the use of this library and, by testing it on a toy example, I think I found an error in the identification module.
In particular, I'm following the tutorial of natur…