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Last active August 21, 2020 08:04
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Notes on choices of asymptotic test statistics in the LHC-era of likelihood-based analyses
.ipynb_checkpoints*
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Notes on limits and asymptotic test statistics in the LHC-era"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"These notes are meant to be supplemntal to [_Asymptotic formulae for likelihood-based tests of new physics_](https://arxiv.org/abs/1007.1727) as well as the `pyhf` [\"learn\" notebook on \"Empirical Test Statistics\"](https://scikit-hep.org/pyhf/examples/notebooks/learn/TestStatistics.html).\n",
"To keep things simple, the demos will only be done with `pyhf`."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pyhf\n",
"import matplotlib.pyplot as plt"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.5"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
pyhf[contrib]~=0.5
jupyter
jupyterlab
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