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sambit-giri committed Aug 22, 2024
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"id": "a6872a24",
"metadata": {},
"source": [
"### Posterior distribution\n",
"\n",
"To find a model for a dataset with errorbar, we can define the loss function using the posterior distribution defined by the [Bayes' theorem](https://en.wikipedia.org/wiki/Bayes%27_theorem) as,\n",
"\n",
"$p(\\theta|{x_i,y_i})\\propto p({x_i,y_i}|\\theta) p(\\theta)$ ,\n",
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