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data statement
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maxisi committed Nov 17, 2023
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Expand Up @@ -237,7 +237,7 @@ \subsection{Selection biases}
\begin{equation}
p(\{d_i\} \mid \Lambda ) \propto \xi(\Lambda)^{-N_d} \prod_{i=1}^{N_d}\int p(d_i \mid \theta)\, p(\theta \mid \Lambda) \, \mathrm{d} \theta \, ,
\end{equation}
\chadded{where $\theta$ are single-event-level parameters drawn from a population described by $\Lambda$; in our case $\Lambda = \{\dip{N}, \dip{J} \}$, and any additional population parameters modeling other properties like masses and spins where stated.}
\chadded{where $\theta$ are single-event-level parameters drawn from a population described by $\Lambda$; in our case $\Lambda = \{\dip{N}, \dip{J} \}$.}
Evaluating the detectors' sensitivity over parameter space\chadded{, $\xi(\Lambda)$,} requires large simulation campaigns that quantify the end-to-end performance of LIGO-Virgo detection pipelines by injecting and recovering synthetic signals.
As in \citet{Essick:2022slj}, we take advantage of the \ac{BBH} dataset in \citet{o3-selection} for this purpose.%
Expand Down Expand Up @@ -506,4 +506,19 @@ \section{Direction of total angular momentum for individual events}
{\marginicon{} \variable{output/skymaps.tex}}
\section{Reproducibility}
This study was carried out using the reproducibility software
\href{https://github.com/showyourwork/showyourwork}{\showyourwork}
\citep{Luger2021}, which leverages continuous integration to
programmatically download the data from
\href{https://zenodo.org/}{zenodo.org}, create the figures, and
compile the manuscript. Each figure caption contains two types of links: one
to the dataset stored on Zenodo used in the corresponding figure,
and the other to the script used to make the figure (at the commit
corresponding to the current build of the manuscript). The git
repository associated to this study is publicly available at
\url{https://github.com/maxisi/gwisotropy}. The datasets
are stored at \url{https://doi.org/10.5281/zenodo.7775266}.
\end{document}

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