- Open Access
Test for LISA foreground Gaussianity and stationarity: Extreme mass-ratio inspirals
Phys. Rev. D 111, 103047 – Published 29 May, 2025
DOI: https://doi.org/10.1103/nfn4-pgr5
Abstract
Extreme mass-ratio inspirals (EMRIs) are key observational targets for the Laser Interferometer Space Antenna (LISA) mission. Unresolvable EMRI signals contribute to the formation of a gravitational wave background (GWB). Characterizing the statistical features of the GWB from EMRIs is of great importance, as EMRIs will ubiquitously affect large segments of the inference scheme. In this work, we apply a frequentist test for GWB Gaussianity and stationarity, exploring three astrophysically motivated EMRI populations. We construct the resulting signal by combining state-of-the-art EMRI waveforms and a detailed description of the LISA response with time-delay interferometric variables. Depending on the brightness of the GWB, our analysis demonstrates that the resultant EMRI foregrounds show varying degrees of departure from the usual statistical assumptions that the GWBs are both Gaussian and stationary. If the GWB is nonstationary with non-Gaussian features, this will challenge the robustness of the Gaussian-likelihood model, when applied to global inference results, e.g., foreground estimation, background detection, and individual-source parameter reconstruction.
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References (70)
- M. Colpi, K. Danzmann, M. Hewitson, K. Holley-Bockelmann, P. Jetzer, G. Nelemans, A. Petiteau, D. Shoemaker, C. Sopuerta, R. Stebbins, N. Tanvir, H. Ward, W. J. Weber, I. Thorpe, A. Daurskikh et al., arXiv:2402.07571.
- P. Amaro-Seoane, H. Audley, S. Babak, J. Baker, E. Barausse, P. Bender, E. Berti, P. Binetruy, M. Born, D. Bortoluzzi, J. Camp, C. Caprini, V. Cardoso, M. Colpi, J. Conklin et al., arXiv:1702.00786.
- C. Berry, S. Hughes, C. Sopuerta, A. Chua, A. Heffernan, K. Holley-Bockelmann, D. Mihaylov, C. Miller, and A. Sesana, Bull. Am. Astron. Soc. 51, 42 (2019).
- P. Amaro-Seoane, J. R. Gair, A. Pound, S. A. Hughes, and C. F. Sopuerta, J. Phys. Conf. Ser. 610, 012002 (2015).
- J. R. Gair, M. Vallisneri, S. L. Larson, and J. G. Baker, Living Rev. Relativity 16, 7 (2013).
- B. Wardell, A. Pound, N. Warburton, J. Miller, L. Durkan, and A. Le Tiec, Phys. Rev. Lett. 130, 241402 (2023).
- S. Babak, J. Gair, A. Sesana, E. Barausse, C. F. Sopuerta, C. P. L. Berry, E. Berti, P. Amaro-Seoane, A. Petiteau, and A. Klein, Phys. Rev. D 95, 103012 (2017).
- M. Bonetti and A. Sesana, Phys. Rev. D 102, 103023 (2020).
- F. Pozzoli, S. Babak, A. Sesana, M. Bonetti, and N. Karnesis, Phys. Rev. D 108, 103039 (2023).
- N. Karnesis, M. Lilley, and A. Petiteau, Classical Quantum Gravity 37, 215017 (2020).
- C. Caprini, D. G. Figueroa, R. Flauger, G. Nardini, M. Peloso, M. Pieroni, A. Ricciardone, and G. Tasinato, J. Cosmol. Astropart. Phys. 11 (2019) 017.
- Q. Baghi, N. Karnesis, J.-B. Bayle, M. Besançon, and H. Inchauspé, J. Cosmol. Astropart. Phys. 04 (2023) 066.
- O. Hartwig, M. Lilley, M. Muratore, and M. Pieroni, Phys. Rev. D 107, 123531 (2023).
- F. Pozzoli, R. Buscicchio, C. J. Moore, F. Haardt, and A. Sesana, Phys. Rev. D 109, 083029 (2024).
- A. Sasli, N. Karnesis, and N. Stergioulas, Phys. Rev. D 108, 103005 (2023).
- P. C. Peters and J. Mathews, Phys. Rev. 131, 435 (1963).
- M. L. Katz, A. J. K. Chua, L. Speri, N. Warburton, and S. A. Hughes, Phys. Rev. D 104, 064047 (2021).
- R. Buscicchio, A. Klein, V. Korol, F. Di Renzo, C. J. Moore, D. Gerosa, and A. Carzaniga, arXiv:2410.08263.
- M. Maggiore, Gravitational Waves: Volume 1: Theory and Experiments (Oxford University Press, 2007), 10.1093/acprof:oso/9780198570745.001.0001.
- E. Thrane and J. D. Romano, Phys. Rev. D 88, 124032 (2013).
- M. R. Adams and N. J. Cornish, Phys. Rev. D 82, 022002 (2010).
- J. D. Romano and N. J. Cornish, Living Rev. Relativity 20, 2 (2017).
- A. I. Renzini, B. Goncharov, A. C. Jenkins, and P. M. Meyers, Galaxies 10, 34 (2022).
- R. Meyer, M. C. Edwards, P. Maturana-Russel, and N. Christensen, WIREs Comput. Stat. 14, e1532 (2022).
- L. S. Finn, Phys. Rev. D 46, 5236 (1992).
- N. Wiener, Acta Math. 55, 117 (1930).
- A. Khintchine, Math. Ann. 109, 604 (1934).
- P. Whittle, J. R. Stat. Soc. 19, 38 (1957).
- L. Isserlis, Biometrika 12, 134 (1918).
- E. Barausse, Mon. Not. R. Astron. Soc. 423, 2533 (2012).
- A. Sesana, E. Barausse, M. Dotti, and E. M. Rossi, Astrophys. J. 794, 104 (2014).
- F. Antonini, E. Barausse, and J. Silk, Astrophys. J. Lett. 806, L8 (2015).
- F. Antonini, E. Barausse, and J. Silk, Astrophys. J. 812, 72 (2015).
- K. Gültekin, D. O. Richstone, K. Gebhardt, T. R. Lauer, S. Tremaine, M. C. Aller, R. Bender, A. Dressler, S. M. Faber, A. V. Filippenko, R. Green, L. C. Ho, J. Kormendy, J. Magorrian, J. Pinkney, and C. Siopis, Astrophys. J. 698, 198 (2009).
- M. Freitag, P. Amaro-Seoane, and V. Kalogera, Astrophys. J. 649, 91 (2006).
- C. Hopman and T. Alexander, Astrophys. J. Lett. 645, L133 (2006).
- LIGO Scientific Collaboration, Classical Quantum Gravity 32, 074001 (2015).
- Virgo Scientific Collaboration, Classical Quantum Gravity 32, 024001 (2015).
- R. Abbott, T. D. Abbott, F. Acernese, K. Ackley, C. Adams, N. Adhikari, R. X. Adhikari, V. B. Adya, C. Affeldt, D. Agarwal et al., Phys. Rev. X 13, 041039 (2023).
- R. Abbott, T. D. Abbott, F. Acernese, K. Ackley, C. Adams, N. Adhikari, R. X. Adhikari, V. B. Adya, C. Affeldt, D. Agarwal et al., Phys. Rev. X 13, 011048 (2023).
- A. J. K. Chua, C. J. Moore, and J. R. Gair, Phys. Rev. D 96, 044005 (2017).
- L. Barack and A. Pound, Rep. Prog. Phys. 82, 016904 (2019).
- A. Pound, Phys. Rev. Lett. 109, 051101 (2012).
- A. Pound and B. Wardell, in Handbook of Gravitational Wave Astronomy, edited by C. Bambi, S. Katsanevas, and K. D. Kokkotas (Springer, New York, 2022), p. 38.
- L. Barack, Classical Quantum Gravity 26, 213001 (2009).
- O. Burke, G. A. Piovano, N. Warburton, P. Lynch, L. Speri, C. Kavanagh, B. Wardell, A. Pound, L. Durkan, and J. Miller, Phys. Rev. D 109, 124048 (2024).
- L. Barack and C. Cutler, Phys. Rev. D 69, 082005 (2004).
- S. Babak, H. Fang, J. R. Gair, K. Glampedakis, and S. A. Hughes, Phys. Rev. D 75, 024005 (2007).
- A. J. K. Chua, M. L. Katz, N. Warburton, and S. A. Hughes, Phys. Rev. Lett. 126, 051102 (2021).
- LISAScience Study Team, LISA science requirements document, ESA-L3-EST-SCI-RS-001. Technical Report 1.0, Technical Report, ESA, 2018.
- J. W. Armstrong, F. B. Estabrook, and M. Tinto, Astrophys. J. 527, 814 (1999).
- M. Tinto and S. V. Dhurandhar, Living Rev. Relativity 24, 1 (2021).
- O. Hartwig, J.-B. Bayle, M. Staab, A. Hees, M. Lilley, and P. Wolf, Phys. Rev. D 105, 122008 (2022).
- M. L. Katz, J.-B. Bayle, A. J. K. Chua, and M. Vallisneri, Phys. Rev. D 106, 103001 (2022).
- N. Karnesis, S. Babak, M. Pieroni, N. Cornish, and T. Littenberg, Phys. Rev. D 104, 043019 (2021).
- M. L. Katz, N. Karnesis, N. Korsakova, J. R. Gair, and N. Stergioulas, Phys. Rev. D 111, 024060 (2025).
- T. B. Littenberg and N. J. Cornish, Phys. Rev. D 107, 063004 (2023).
- S. H. Strub, L. Ferraioli, C. Schmelzbach, S. C. Stähler, and D. Giardini, Phys. Rev. D 110, 024005 (2024).
- P. Sutton, G. Gonzalez, and L. S. Finn, Rayleigh monitor: A time-frequency gaussianity monitor for the dmt, 2002, in LIGO Science Collaboration Meeting, 03/20/02 (2007), http://www.ligo.caltech.edu/ as Document G020133-00-Z.
- F Acernese, M. Agathos, A. Ain, S. Albanesi, A. Allocca, A. Amato, T. Andrade, N. Andres, M. Andrés-Carcasona, T. Andrić et al., Classical Quantum Gravity 40, 185005 (2023).
- F. Di Renzo, Characterisation and mitigation of non-stationary noise in Advance Gravitational Wave Detectors, Ph.D. dissertation, University of Pisa, 2020.
- P. D. Welch, IEEE Trans. Audio Electroacoust. 15, 70 (1967).
- F. Pozzoli, J. Gair, R. Buscicchio, and L. Speri, arXiv:2412.10468.
- R. Rosati and T. B. Littenberg, arXiv:2410.17180.
- F. Pozzoli, R. Buscicchio, A. Klein, V. Korol, A. Sesana, and F. Haardt, arXiv:2410.08274.
- J. D. Hunter, Comput. Sci. Eng. 9, 90 (2007).
- C. R. Harris, K. J. Millman, S. J. van der Walt, R. Gommers, P. Virtanen, D. Cournapeau, E. Wieser, J. Taylor, S. Berg, N. J. Smith, R. Kern, M. Picus, S. Hoyer, M. H. van Kerkwijk, M. Brett et al., Nature (London) 585, 357 (2020).
- P. Virtanen, R. Gommers, T. E. Oliphant, M. Haberland, T. Reddy, D. Cournapeau, E. Burovski, P. Peterson, W. Weckesser, J. Bright, S. J. van der Walt, M. Brett, J. Wilson, K. J. Millman, N. Mayorov et al., Nat. Methods 17, 261 (2020).
- R. Okuta, Y. Unno, D. Nishino, S. Hido, and C. Loomis, in Proceedings of Workshop on Machine Learning Systems (LearningSys) in The Thirty-first Annual Conference on Neural Information Processing Systems (NIPS) (2017), http://learningsys.org/nips17/assets/papers/paper_16.pdf.
- Black hole perturbation toolkit, https://bhptoolkit.org/ (2018).