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juanitorduz committed Oct 29, 2024
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"\n",
"Motivated by the great blog post by [Understanding CUPED](https://towardsdatascience.com/understanding-cuped-a822523641af) by [Matteo Courthoud](https://medium.com/@matteo.courthoud), we explore a Bayesian approach to [CUPED](https://dl.acm.org/doi/abs/10.1145/2433396.2433413) to understand its sensitivity with respect to the covariance parameter $\\theta$ of the pre-post mean model. I will assume that the reader is already familiar with CUPED and has read Matteo's blog post (highly recommended!). Here we focus on the sensitivity component. We do not do this in full generality but rather focus on the specific example of Matteo's blog post.\n",
"\n",
"**Warning:** Please do not take this results too seriously. This is just a sensitivity analysis I simply felt like doing.\n"
"**Warning:** Please do not take these results too seriously. This is just a sensitivity analysis I simply felt like doing.\n"
]
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{
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