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= CAGMon etude =
== Descripstion ==

The CAGMon etude is a study version of CAGMon that evaluates the dependence between the primary and auxiliary channels.


== Project Goal ==

The goal of this project is to find a systematic way of identifying the abnormal glitches in the gravitational-wave data using various methods of correlation analysis. Usually, the community such as LIGO, Virgo, and KAGRA uses a conventional way of finding glitches in auxiliary channels of the detector - Klein-Welle, Omicron, Ordered Veto Lists, etc. However, some different ways can be possible to find and monitor them in a (quasi-) realtime. Also, the method can point out which channel is responsible for the found glitch. In this project, we study its possible to apply three different correlation methods - maximal information coefficient, Pearson's correlation coefficient, and Kendall's tau coefficient - in the gravitational wave data from the KAGRA detector.


== Participants ==

 * John.J Oh (NIMS)
 * Young-Min Kim (UNIST)
 * Pil-Jong Jung (NIMS)

== Methods and Frameworks ==

==== Maximal Information Coefficient (MIC) ====

==== Pearson's Correlation Coefficient (PCC) ====

==== Kendall's tau Coefficient ====



== Exemplary Results ==

== Beyond ==

== References ==

==== Presentation Materials ====

==== Papers ====		  

PJJung/CAGMonEtude (last edited 2021-07-28 08:43:57 by PJJung)