Forecasting pulsar timing array sensitivity to anisotropy in the stochastic gravitational wave background
arXiv:2206.09936 · doi:10.3847/1538-4357/ac9836
Abstract
Statistical anisotropy in the nanohertz-frequency gravitational-wave background (GWB) is expected to be detected by pulsar timing arrays (PTAs) in the near future. By developing a frequentist statistical framework that intrinsically restricts the GWB power to be positive, we establish scaling relations for multipole-dependent anisotropy decision thresholds that are a function of the noise properties, timing baselines, and cadences of the pulsars in a PTA. We verify that a larger number of pulsars, and factors that lead to lower uncertainty on the cross-correlation measurements between pulsars, lead to a higher overall GWB signal-to-noise ratio, and lower anisotropy decision thresholds with which to reject the null hypothesis of isotropy. Using conservative simulations of realistic NANOGrav datasets, we predict that an anisotropic GWB with angular power may be sufficient to produce tension with isotropy at the () level in near-future NANOGrav data with a ~yr baseline. We present ready-to-use scaling relationships that can map these thresholds to any number of pulsars, configuration of pulsar noise properties, and sky coverage. We discuss how PTAs can improve the detection prospects for anisotropy, as well as how our methods can be adapted for more versatile searches.
Submitted to ApJ. Comments welcome
References in corpus (10)
- Array Programming with NumPy
- The International Pulsar Timing Array second data release: Search for an isotropic Gravitational Wave Background
- On the evidence for a common-spectrum process in the search for the nanohertz gravitational-wave background with the Parkes Pulsar Timing Array
- Common-red-signal analysis with 24-yr high-precision timing of the European Pulsar Timing Array: Inferences in the stochastic gravitational-wave background search
- Gravitational-Wave Stochastic Background from Kinks and Cusps on Cosmic Strings
- The MeerKAT Telescope as a Pulsar Facility: System verification and early science results from MeerTime
- Mapping gravitational-wave backgrounds using methods from CMB analysis: Application to pulsar timing arrays
- Time-domain Implementation of the Optimal Cross-Correlation Statistic for Stochastic Gravitational-Wave Background Searches in Pulsar Timing Data
- Common-spectrum process versus cross-correlation for gravitational-wave searches using pulsar timing arrays
- Angular Resolution of the Search for Anisotropic Stochastic Gravitational-Wave Background with Terrestrial Gravitational-Wave Detectors
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- The NANOGrav 15-year Data Set: Evidence for a Gravitational-Wave Background
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- Accurate characterization of the stochastic gravitational-wave background with pulsar timing arrays by likelihood reweighting
- Stochastic gravitational wave background phenomenology in a pulsar timing array
- Constraining gravitational wave propagation using pulsar timing array correlations
- Imprints of Supermassive Black Hole Evolution on the Spectral and Spatial Anisotropy of Nano-Hertz Stochastic Gravitational-Wave Background
- Status Report on Global Pulsar-Timing-Array Efforts to Detect Gravitational Waves
- The MeerKAT Pulsar Timing Array: Maps of the gravitational-wave sky with the 4.5 year data release
- The NANOGrav 15 yr Data Set: Looking for Signs of Discreteness in the Gravitational-wave Background
- Beyond the Hellings-Downs curve: Non-Einsteinian gravitational waves in pulsar timing array correlations
- How to Detect an Astrophysical Nanohertz Gravitational-Wave Background
- Pulsar Timing Arrays require hierarchical models
- Generalized optimal statistic for characterizing multiple correlated signals in pulsar timing arrays
- Spatial and Spectral Characterization of the Gravitational-wave Background with the PTA Optimal Statistic
- Charting the Nanohertz Gravitational Wave Sky with Pulsar Timing Arrays
- Measuring kinematic anisotropies with pulsar timing arrays
- Toward a test of Gaussianity of a gravitational wave background
- Measuring anisotropies in the PTA band with cross-correlations
- Astrometry meets Pulsar Timing Arrays: Synergies for Gravitational Wave Detection
- Mitigating cosmic variance in the Hellings-Downs curve: a Cosmic Microwave Background analogy
- On the anisotropies of the cosmological gravitational-wave background from pulsar timing array observations
- Statistics of the supermassive black hole gravitational wave background anisotropy
- Dissecting the nanoHz gravitational wave sky: frequency-correlated anisotropy induced by eccentric supermassive black hole binaries
- Searching for Anisotropy in the Gravitational Wave Background Using the Parkes Pulsar Timing Array
- Pulsar timing and polarimetry: results and perspectives
- Study of primordial non-Gaussianity and with the cross-correlations between the scalar-induced gravitational waves and the cosmic microwave background
- Population Synthesis of Gravitational Wave Sources
- Estimating the gravitational wave background anisotropy: a Bayesian approach boosted by cross-correlation angular power spectrum
- Exploring realistic nanohertz gravitational-wave backgrounds