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Charith Bhagya Karunarathna edited subsection_Scoring_localization_and_detection__.tex
almost 7 years ago
Commit id: 10577018206744660d1f3d0b309005b502b62933
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\begin{itemize}
\item We used either a maximum statistic or the maximum of $- log_{10}$ of p values as the score for the dataset.
\item The scores for the different association methods are not comparable since they are not on the same scale.
\item To make these score distributions comparable, we converted scores to their corresponding empirical p
values. values.(the proportion of observed values under the null model that are greater than or equal to the observed value under the alternative model.)
\item We defined these p values as the proportion of scores under the permutation-null model that are greater than or equal to the observed value.
\item We then compared the distribution of the resulting empirical p values for the different methods by plotting their ECDFs.
\end{itemize}