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# Analytic Gaussian Process Analysis Framework
1. Kernel Representation Module
- Implement your exact form of the kernel for the Hardy Z-function
- Generalize to handle other analytic kerne…
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Some hierarchical modeling techniques require evaluating different statistics on _the same sample of the posterior_. Currently, there is no seed to set for the sample function.
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### Description
At the moment the fitters implemented in `astropy.modeling.fitting` fundamentally return a `FittableModel` with its parameters set to the values that make the fit converge.
Any other…
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Potential readings to focus understanding on probability, mathematical statistics, algorithms, etc more deeply. Talk of applications will be secondary.
- [Statistical modeling: the two cultures](ht…
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I use the ipynb scripts and load the model but always got Error:
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**SimpleSSD**
- [ ] Revise all source code
- [ ] Host…
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The current default statistics is set to chi2gehrels. It is a biased statistics defined for analysis of X-ray spectra and it is not really good for general fitting of the data.
Poisson likelihood shou…