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I think a breakdown of LOO scores into calibration/refinement would be interesting and useful to users. Mentioning @avehtari because Jonah mentioned you'd proposed adding this decomposition and said y…
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Hi @Ewan-Keith, as I mentioned in the email I sent a while back we will be releasing a major update to the loo package (this week I hope) and I wanted to follow up and give you a bit more detail speci…
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We should have a plotting method (in loo or bayesplot) that creates the pointwise elpd difference plot from Figure 10a of [Visualization in Bayesian Workflow](https://arxiv.org/abs/1709.01449)
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In a rstanarm branch, I introduced a `stan_clogit` function which is similar to the `clogit` function in the **survival** package but is actually described in more detail by Stata ( http://www.stata.c…
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If the user is providing a function to calculate the log-likelihood contribution of each observation, why does the user also need to pass a call to `relative_eff`? This just seems unnecessary.
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Currently `loo_moment_match` only works on `stanfit` objects (due to the reliance on the `log_prob` methods from `rstan`), but not `CmdStanFit` or just a matrix of draws (see e.g. #209). I was thinkin…
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`loo_pit` and `plot_loo_pit` have had several issues for a while, both in terms of code/design and in terms of documentation. This aims to be a bit of a brainstorming to first gather all problematic p…
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## Tell us about it
Dear developers,
Thanks a lot for this great package!
Recently, I am trying to apply `az.loo()` to hierarchical drift diffusion model, which is modeled using [HDDM](https…
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As suggested by @avehtari, it would be good to have $R^2$ as a performance statistic in projpred. This could be called `stats = "R2"` (and `stat = "R2"` for `suggest_size()`), for example. According t…
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Hello,
i try to build the Project using the esp-idf (v4.2)
if i try : "idf.py build", i stopped with the following Errors :
` Generating binary image from built executable
esptool.py v3.0
…