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### Uncertainty Notation
We need an intuitive way to represent uncertainty in expressions at the notation of language. Below are some example choices for the notation. The units are arbitrary choices…
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The following probability distributions needs to be implemented as single armed bandit.
- [x] Gaussian (Normal) Distribution
- [x] Bernoulli Distribution
- [ ] Poisson Distribution
- [ ] Binomia…
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Hello, regarding the prediction layer formula 5 in the Mamba4Rec paper,
$\hat{y} = Softmax(Linear(h)) \in \mathbb{R}^{| \mathcal{V} |}$
I think there is a problem as follows: the calculation of th…
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I put this in the context of our suggestion to improve statistics teaching. I was thinking earlier of a paper/study on adding extremes and another on adding circular data to the teaching. I wonder n…
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For some engineering applications, it is very helpful to use uniform distributions rather than Gaussian distributions. Examples include statistical geometric tolerance stacks, round-off noise in signa…
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I have a question regarding the interchangeability of the argument `potential_fn` of
```python
class NeuralPosterior(ABC):
r"""Posterior $p(\theta|x)$ with `log_prob()` and `sample()` methods…
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Hello `causalpy` Community,
I would like to propose a new feature that can significantly improve the utility of `causalpy` for experimenters. It is about adding a method for Power Analysis within t…
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Dirichlet regression is possible in brms using the dirichlet family. But this requires that outcomes be non-zero.
Election outcomes are one case where outcomes are distributed according to the diri…
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We need a solution to store derived parameters from retrievals, model fitting, etc. Do we want a separate database (or databases) which shares the sources table with SIMPLE but focuses on derived/mode…
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The "FORM explained" example is very detailed and interesting:
~~http://openturns.github.io/openturns/master/auto_reliability_sensitivity/reliability/plot_FORM_explained.html~~
New URL is https:…