The gravitational-wave background null hypothesis: Characterizing noise in millisecond pulsar arrival times with the Parkes Pulsar Timing Array
arXiv:2306.16229 · doi:10.3847/2041-8213/acdd03
Abstract
The noise in millisecond pulsar (MSP) timing data can include contributions from observing instruments, the interstellar medium, the solar wind, solar system ephemeris errors, and the pulsars themselves. The noise environment must be accurately characterized in order to form the null hypothesis from which signal models can be compared, including the signature induced by nanohertz-frequency gravitational waves (GWs). Here we describe the noise models developed for each of the MSPs in the Parkes Pulsar Timing Array (PPTA) third data release, which have been used as the basis of a search for the isotropic stochastic GW background. We model pulsar spin noise, dispersion measure variations, scattering variations, events in the pulsar magnetospheres, solar wind variability, and instrumental effects. We also search for new timing model parameters and detected Shapiro delays in PSR~J06143329 and PSR~J19025105. The noise and timing models are validated by testing the normalized and whitened timing residuals for Gaussianity and residual correlations with time. We demonstrate that the choice of noise models significantly affects the inferred properties of a common-spectrum process. Using our detailed models, the recovered common-spectrum noise in the PPTA is consistent with a power law with a spectral index of , the value predicted for a stochastic GW background from a population of supermassive black hole binaries driven solely by GW emission.
arXiv comment18 pages, 10 figures. Accepted for publication in ApJL
References in corpus (63)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Array Programming with NumPy
- Shapiro delay measurement of a two solar mass neutron star
- Search for an isotropic gravitational-wave background with the Parkes Pulsar Timing Array
- The NANOGrav 12.5-year Data Set: Search For An Isotropic Stochastic Gravitational-Wave Background
- The international pulsar timing array project: using pulsars as a gravitational wave detector
- Tempo2, a new pulsar timing package. II: The timing model and precision estimates
- The Parkes Pulsar Timing Array Project
- The NANOGrav 11-year Data Set: Pulsar-timing Constraints On The Stochastic Gravitational-wave Background
- Limits on the Stochastic Gravitational Wave Background from the North American Nanohertz Observatory for Gravitational Waves
- 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
- Ultra-Low Frequency Gravitational Radiation from Massive Black Hole Binaries
- Strong-field Gravity Tests with the Double Pulsar
- Assessing the Role of Spin Noise in the Precision Timing of Millisecond Pulsars
- Measurement and correction of variations in interstellar dispersion in high-precision pulsar timing
- The NANOGrav Nine-year Data Set: Observations, Arrival Time Measurements, and Analysis of 37 Millisecond Pulsars
- On measuring the gravitational-wave background using Pulsar Timing Arrays
- TempoNest: A Bayesian approach to pulsar timing analysis
- Pulsar timing analysis in the presence of correlated noise
- Dispersion Measure Variations and their Effect on Precision Pulsar Timing
- Hyper-efficient model-independent Bayesian method for the analysis of pulsar timing data
- Limitations in timing precision due to single-pulse shape variability in millisecond pulsars
- The Parkes Pulsar Timing Array Project: Second data release
- A study of spatial correlations in pulsar timing array data
- From Spin Noise to Systematics: Stochastic Processes in the First International Pulsar Timing Array Data Release
- New advances in the Gaussian-process approach to pulsar-timing data analysis
- Frequency-Dependent Dispersion Measures and Implications for Pulsar Timing
- Measuring the mass of solar system planets using pulsar timing
- Searching for gravitational wave memory bursts with the Parkes Pulsar Timing Array
- Identifying and mitigating noise sources in precision pulsar timing data sets
- The MeerKAT Pulsar Timing Array: First Data Release
- Pulsar Observations of Extreme Scattering Events
- Modeling the uncertainties of solar-system ephemerides for robust gravitational-wave searches with pulsar timing arrays
- High-fidelity radio astronomical polarimetry using a millisecond pulsar as a polarized reference source
- High signal-to-noise ratio observations and the ultimate limits of precision pulsar timing
- Radio Astronomical Polarimetry and High-Precision Pulsar Timing
- The Indian Pulsar Timing Array: First data release
- The Parkes pulsar timing array second data release: Timing analysis
- A Second Chromatic Timing Event of Interstellar Origin toward PSR J1713+0747
- NANOGrav Constraints on Gravitational Wave Bursts with Memory
- A Measurement Model for Precision Pulsar Timing
- The disturbance of a millisecond pulsar magnetosphere
- The impact of Solar wind variability on pulsar timing
- Measurements of pulse jitter and single-pulse variability in millisecond pulsars using MeerKAT
- Noise analysis in the European Pulsar Timing Array data release 2 and its implications on the gravitational-wave background search
- A Gamma-ray Pulsar Timing Array Constrains the Nanohertz Gravitational Wave Background
- Modelling and mitigating refractive propagation effects in precision pulsar timing observations
- The NANOGrav 12.5-Year Data Set: The Frequency Dependence of Pulse Jitter in Precision Millisecond Pulsars
- Modelling annual scintillation arc variations in PSR J1643-1224 using the Large European Array for Pulsars
- Evaluating the prevalence of spurious correlations in pulsar timing array datasets
- Evidence for profile changes in PSR J1713+0747 using the uGMRT
- Consistency of the Parkes Pulsar Timing Array Signal with a Nanohertz Gravitational-wave Background
- The NANOGrav 11-year Data Set: Solar Wind Sounding Through Pulsar Timing
- Model Dependence of Bayesian Gravitational-Wave Background Statistics for Pulsar Timing Arrays
- A new 3D solar wind speed and density model based on interplanetary scintillation
- The frequency dependence of scattering imprints on pulsar observations
- Bayesian Solar Wind Modeling with Pulsar Timing Arrays
- Wideband timing of the Parkes Pulsar Timing Array UWL data
- Pulsar Observations at Low Frequencies: Applications to Pulsar Timing and Solar Wind Models
- Determining electron column density fluctuations in a dominant scattering region using pulsar scintillation
- An unusual pulse shape change event in PSR J1713+0747 observed with the Green Bank Telescope and CHIME
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- A NICER View of the Nearest and Brightest Millisecond Pulsar: PSR J0437$\unicode{x2013}$4715
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- Templated Anisotropic Analyses of the LISA Galactic Foreground
- Stochastic gravitational wave background: birth from string-wall death
- Systematic errors in searches for nanohertz gravitational waves
- Solving the PTA Data Analysis Problem with a Global Gibbs Scheme
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- Interplay between the muon anomaly and the PTA nHZ gravitational waves from domain walls in next-to minimal supersymmetric standard model
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- Signatures of Massive Black Hole Merger Host Galaxies from Cosmological Simulations II: Unique Stellar Kinematics in Integral Field Unit Spectroscopy
- Primordial Black Holes and Gravitational Waves in the Extended Inert Doublet Model: A First-Order Phase Transition Perspective
- Statistics of the supermassive black hole gravitational wave background anisotropy
- On the anisotropies of the cosmological gravitational-wave background from pulsar timing array observations
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- Constraining inflation with nonminimal derivative coupling with the Parkes Pulsar Timing Array third data release
- Rapid Construction of Joint Pulsar Timing Array Datasets: The Lite Method
- Probing magneto-ionic microstructure towards the Vela pulsar using a prototype SKA-Low station
- Reconstructing inflationary potential from NANOGrav 15-year Data: A robust study using Non-Bunch Davies initial condition
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- Non-Gaussianity of Tensor Induced Density Perturbations
- Multi-messenger Astronomy with Quenched Superradiance
- Elastic Scattering of Cosmological Gravitational Wave Backgrounds: Primordial Black Holes and Stellar Objects
- Spontaneous baryogenesis and generation of gravitational waves in a new model of quintessential -attractor
- Observable Gravitational Wave Strain at Second Order
- The NANOGrav 15 yr Data Set: Customized Chromatic Noise Models
- Purely quadratic non-Gaussianity from tachyonic instability: Primordial black holes and scalar-induced gravitational waves
- Scalar-Induced Gravitational Waves in Palatini Gravity
- Testing No slip model with pulsar timing arrays: NANOGrav and IPTA