2019
DOI: 10.21105/astro.1907.07199
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An independent assessment of significance of annual modulation in COSINE-100 data

Abstract: We perform an independent search for annual modulation in the recently released COSINE-100 data, which could be induced by dark matter scatterings. We test the hypothesis that the data contains a sinusoidal modulation against the null hypothesis, that the data consists of only background. We compare the significance using frequentist method, information theoretic techniques (such as AIC and BIC), and finally a Bayesian model comparison technique. Both the frequentist and Bayesian techniques reveal no significa… Show more

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Cited by 16 publications
(14 citation statements)
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“…The only difference being that in D21, a separate a i was used for every station, whereas here we assume a i is the same between all the stations. Since this model contains a sinusoidal function, the lower bound on the period should be greater than the sampling time, in order to avoid the overfitting problem which may happen for sinusoidal functions [12,13]. The median sampling time is 12.4 days, while the mean sampling time is 23.5 days.…”
Section: Discussionmentioning
confidence: 99%
“…The only difference being that in D21, a separate a i was used for every station, whereas here we assume a i is the same between all the stations. Since this model contains a sinusoidal function, the lower bound on the period should be greater than the sampling time, in order to avoid the overfitting problem which may happen for sinusoidal functions [12,13]. The median sampling time is 12.4 days, while the mean sampling time is 23.5 days.…”
Section: Discussionmentioning
confidence: 99%
“…We briefly summarize this technique and more details can be found in Refs. [56,58,59] or some of our previous works [60,61].…”
Section: Model Comparison Summarymentioning
confidence: 91%
“…A comparison and contrast of these methods can be found in [43][44][45][46][47][48][49][50]. In our previous works, we have applied all these techniques to a large number of model selection problems in Astrophysics and Cosmology [40,[51][52][53][54][55][56][57][58][59]. In this work, we shall only use the Bayesian method for model comparison, as this is the most robust among the various techniques and does not involve any assumptions [46].…”
Section: Bayesian Model Comparisonmentioning
confidence: 99%