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Robust Data Interpretation for Perturbed Nulling Interferometers via Proper Handling of Correlated Errors

  • Authors: Philipp A. Huber, Felix A. Dannert, Romain Laugier, Taro Matsuo, Loes W. Rutten, Adrian M. Glauser, Sascha P. Quanz

Philipp A. Huber et al 2025 The Astronomical Journal 170 .

  • Provider: AAS Journals

Caption: Figure 9.

Distribution of the test statistics, T ED (left two plots) and T NP (right two plots), under the null hypothesis, ﹩{{ \mathcal H }}_{0}﹩, and alternative hypothesis, ﹩{{ \mathcal H }}_{1}﹩, for the optimistic scenario with and without whitening. A P FA = 0.00135 corresponding to a 3σ detection is assumed. The empirical results are calculated for a sample of 500 simulated observations of our target system. The bootstrapped results are sampled from a multivariate normal distribution following the considered instrumental error covariance, Σ ref.

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