The NANOGrav 15 yr Data Set: Impacts of Customized Chromatic Noise Models on Gravitational Wave Analyses
Nikita Agarwal, Gabriella Agazie, Alessandra Amosso, Akash Anumarlapudi, Anne M. Archibald, Zaven Arzoumanian, Anjana Ashok, Jeremy G. Baier, Paul T. Baker, Bence Becsy, Laura Blecha, Adam Brazier, Paul R. Brook, Sarah Burke-Spolaor, Rand Burnette, Robin Case, J. Andrew Casey-Clyde, Yu-Ting Chang, Maria Charisi, Shami Chatterjee, Tyler Cohen, James M. Cordes, Neil J. Cornish, Fronefield Crawford, H. Thankful Cromartie, Kathryn Crowter, Megan E. DeCesar, Paul B. Demorest, Heling Deng, Lankeswar Dey, Timothy Dolch, Graham M. Doskoch, Elizabeth C. Ferrara, William Fiore, Emmanuel Fonseca, Gabriel E. Freedman, Emiko C. Gardiner, Nate Garver-Daniels, Peter A. Gentile, Kyle A. Gersbach, Joseph Glaser, Deborah C. Good, Kayhan Gultekin, Aiden Gundersen, C. J. Harris, Doa Hashemi Asl, Jeffrey S. Hazboun, Ross J. Jennings, Aaron D. Johnson, Megan L. Jones, David L. Kaplan, Anala K. Sreekumar, Luke Zoltan Kelley, Matthew Kerr, Joey S. Key, Nima Laal, Michael T. Lam, William G. Lamb, Bjorn Larsen, T. Joseph W. Lazio, Natalia Lewandowska, Tingting Liu, Duncan R. Lorimer, Jing Luo, Ryan S. Lynch, Chung-Pei Ma, Dustin R. Madison, Ashley Martsen, Cayenne Matt, Alexander McEwen, James W. McKee, Maura A. McLaughlin, Natasha McMann, Bradley W. Meyers, Patrick M. Meyers, Matthew T. Miles, Chiara M. F. Mingarelli, Andrea Mitridate, Cherry Ng, David J. Nice, Shania Nichols, Stella K. Ocker, Daniel J. Oliver, Ken D. Olum, Timothy T. Pennucci, Benetge B. P. Perera, Polina Petrov, Nihan S. Pol, Henri A. Radovan, Scott M. Ransom, Paul S. Ray, Joseph D. Romano, Jessie C. Runnoe, Alexander Saffer, Shashwat C. Sardesai, Ann Schmiedekamp, Carl Schmiedekamp, Kai Schmitz, Levi Schult, Brent J. Shapiro-Albert, Xavier Siemens, Joseph Simon, Sophia V. Sosa Fiscella, Ingrid H. Stairs, Daniel R. Stinebring, Kevin Stovall, Robin Strahler, Abhimanyu Susobhanan, Joseph K. Swiggum, Jacob Taylor, Stephen R. Taylor, Mercedes S. Thompson, Jacob E. Turner, Michele Vallisneri, Rutger van Haasteren, Joris P. W. Verbiest, Sarah J. Vigeland, Haley M. Wahl, Kalista Wayt, Kevin P. Wilson, Caitlin A. Witt, David Wright, Olivia Young
astro-ph.CO, astro-ph.HE
Submitted: 2026-06-26
Comments: 28 pages, 17 figures, Submitted to Astrophysical Journal Letters. For questions or comments, please email jeremy.baier@nanograv.org or bjorn.larsen@nanograv.org
Code: https://github.com/nanograv/enterprise
License: http://creativecommons.org/licenses/by/4.0/
The gist: We report updated nHz gravitational wave (GW) significance, characterization, and interpretations using the customized chromatic-noise models (CNMs) developed in Larsen, Baier et al.
Terminology
Abstract
We report updated nHz gravitational wave (GW) significance, characterization, and interpretations using the customized chromatic-noise models (CNMs) developed in Larsen, Baier et al. (2026). for the NANOGrav 15-year data set. We find increased evidence for the Hellings-Downs (HD) correlation signature of the stochastic gravitational wave background (GWB), with a Bayes factor of 1571 plus or minus14 for HD-correlations over a common uncorrelated red-noise process using a power-law model with 14 Fourier modes. We find this about8 times increase in Bayes factor from Agazie et al. (2023a) is a result of improved noise mitigation. Assuming an analytic null distribution for the frequentist interpulsar correlation statistic, this corresponds to a slightly more significant measurement from 3.16 sigma to 3.32 sigma against the no-correlation scenario. Spectral inference with CNMs brings the power-law GWB amplitude down to A GWB = 2.1+0.6-0.5 times10-15 at fixed gamma GWB = 13/3. In a varied- gamma analysis, the spectral index increases to gamma GWB=3.5+0.7-0.6. We report updates on an all-sky continuous gravitational wave (CW) search as well as select targeted searches and calculate a 3.2 times larger detection volume for the NANOGrav detector. With CNMs, we find reduced evidence for a non-Einsteinian, scalar-transverse mode of gravity. Finally, we reinterpret the GWB first with the assumption of an astrophysical background sourced by SMBHBs and then assuming the more exotic origins of cosmic inflation, a first-order cosmological phase transition, and stable cosmic strings. Under both the SMBHB hypothesis and the cosmological hypotheses, we see only marginal shifts in model parameter posteriors which are consistent with the slightly quieter and steeper power-law GWB spectrum.
Sources
- The NANOGrav 15 yr Data Set: Targeted Searches for Supermassive Black Hole Binaries
- The NANOGrav 12.5-year data set: Search for Non-Einsteinian Polarization Modes in theGravitational-Wave Background
- The NANOGrav 15-year Data Set: Search for Anisotropy in the Gravitational-Wave Background
- Variance of the Hellings-Downs Correlation
- The International Pulsar Timing Array checklist for the detection of nanohertz gravitational waves
- Results for the International Pulsar Timing Array Second Mock Data Challenge: New Techniques and Challenges for the Detection of Low-Frequency Gravitational-Wave Signals
- Tuning the violins: dark sector phase transition models for the PTA signal
- The second data release from the European Pulsar Timing Array III. Search for gravitational wave signals
- The second data release from the European Pulsar Timing Array II. Customised pulsar noise models for spatially correlated gravitational waves
- The second data release from the European Pulsar Timing Array V. Search for continuous gravitational wave signals
- The second data release from the European Pulsar Timing Array: IV. Implications for massive black holes, dark matter and the early Universe
- Beyond diagonal approximations: improved covariance modeling for pulsar timing array data analysis
- Frequency- and phase-resolved polarimetry of millisecond pulsars and its application to timing
- Searching for a waveform-agnostic gravitational wave signal in pulsar timing arrays
- A Joint Optimal Search for Gravitational Waves from Resolved and Unresolved Supermassive Binary Black Holes with Pulsar Timing Arrays
- The NANOGrav 12.5-year Data Set: Chromatic Noise Characterization & Mitigation with Time-Domain Kernels
- An unusual pulse shape change event in PSR J1713+0747 observed with the Green Bank Telescope and CHIME
- The NANOGrav 15-Year Data Set: A Case Study for Simplified Dispersion Measure Modeling for PSR J1455-3330 and the Impact on Gravitational Wave Sensitivity
- Finite Populations & Finite Time: The Non-Gaussianity of a Gravitational Wave Background
- Energetic Ceilings and Benchmarks of Astrophysical Gravitational-Wave Backgrounds
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