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Charith Bhagya Karunarathna edited subsection_Scoring_localization_and_signal__.tex
over 7 years ago
Commit id: 4dfb04ad1750f6ae17e98abfde88da55b0ad051d
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\item ECDF at point $x$ is the proportion of the samples with average distance less than or equal to $x$.
\item Therefore, a method with higher ECDF at a smaller value of $x$, has higher performance in localizing the signal.
\end{itemize}
\item Detect association: For a given simulated dataset and a given method, we used
max. maximum statistics across all the SNV as our global test statistics and determined its null distribution by permuting the case-control labels.
\begin{itemize}
\item For each of the test statistic evaluated, we used either maximum statistic or the maximum of $- log_{10}$ of p value as the score for the dataset.
\item We intended to compare the distribution of $200$ scores across different test statistics.