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Implementation of simulation based calibration in PyMC3

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Should we extend the functionality of this repo and turn it into a package to assist users to perform fake/synthetic/constructed data simulations? Many times this synthetic data is data generated...

These notes were in the readme, those still useful should be somewhere else (maybe open issues for some of them). ## Features, warnings, and details - **You can start and...

In addition to the very beautiful, if I may say so 😂, PIT-ECDF difference plots, many users would potentially be interested in assessing the parameter recovery. ![Image](https://github.com/user-attachments/assets/9fefb863-de52-4c69-a9c1-b36e475f6248) ## Thoughts on...

I think we can extend the `SBC` to support PyStan

## Tell us about it When reading https://arxiv.org/pdf/1804.06788 I see that > SBC requires just one assumption: that we have a generative model for our data. Given such a model,...

see https://arxiv.org/abs/2502.03279