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Illustrate various approaches to subjective probability with simple Gaussian fits

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rbardenet/subjective-fits

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50 shades of subjective probabilists...

... fitting a 1D Gaussian!

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project description

There are several ways to be a statistician, that is, to use data and models to make decisions in the presence of uncertainty. In this project, we demonstrate how various schools would solve the simplest task: fitting a Gaussian.

Install from sources

Clone this repository

git clone https://github.com/rbardenet/subjective-fits.git
cd subjective-fits

And execute setup.py

pip install .

Usage examples

Usage is demonstrated in the companion jupyter notebook

cd tutorial_notebook
jupyter notebook tutorial.ipynb

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Illustrate various approaches to subjective probability with simple Gaussian fits

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