Quasar standardization: Overcoming Selection Biases and Redshift Evolution
arXiv:2203.12914 · doi:10.3847/1538-4357/ac6593
Abstract
Quasars (QSOs) are extremely luminous active galatic nuclei currently observed up to redshift . As such, they have the potential to be the next rung of the cosmic distance ladder beyond SNe Ia, if they can reliably be used as cosmological probes. The main issue in adopting QSOs as standard candles (similarly to Gamma-Ray Bursts) is the large intrinsic scatter in the relations between their observed properties. This could be overcome by finding correlations among their observables that are intrinsic to the physics of QSOs and not artifacts of selection biases and/or redshift evolution. The reliability of these correlations should be verified through well-established statistical tests. The correlation between the ultraviolet (UV) and X-ray fluxes developed by Risaliti \& Lusso is one of the most promising relations. We apply a statistical method to correct this relation for redshift evolution and selection biases. \textbf{Remarkably, we recover the the same parameters of the slope and the normalization as Risaliti \& Lusso. Our results establish the reliability of this relation, which is intrinsic to the QSO properties and not merely an effect of selection biases or redshift evolution. Hence,} the possibility to standardize QSOs as cosmological candles, thereby extending the Hubble diagram up to .
arXiv comment11 pages, 5 figures, 1 Table. The paper is now accepted in ApJ
References in corpus (61)
- emcee: The MCMC Hammer
- The Complete Light-curve Sample of Spectroscopically Confirmed Type Ia Supernovae from Pan-STARRS1 and Cosmological Constraints from The Combined Pantheon Sample
- An 800-million-solar-mass black hole in a significantly neutral Universe at redshift 7.5
- The Sloan Digital Sky Survey Quasar Catalog V. Seventh Data Release
- A glimpse of the end of the dark ages: the gamma-ray burst of 23 April 2009 at redshift 8.3
- The X-ray-to-Optical Properties of Optically-Selected Active Galaxies Over Wide Luminosity and Redshift Ranges
- Black Holes
- A Photometric Redshift of z ~ 9.4 for GRB 090429B
- The Sloan Digital Sky Survey Quasar Catalog: Fourteenth Data Release
- A Luminous Quasar at Redshift 7.642
- The X-ray to optical-UV luminosity ratio of X-ray selected Type 1 AGN in XMM-COSMOS
- The X-ray Properties of the Most-Luminous Quasars from the Sloan Digital Sky Survey
- On the Hubble constant tension in the SNe Ia Pantheon sample
- X-ray emission from radio-quiet quasars in the SDSS Early Data Release. The alpha_ox dependence upon UV luminosity
- On the evolution of the Hubble constant with the SNe Ia Pantheon Sample and Baryon Acoustic Oscillations: a feasibility study for GRB-cosmology in 2030
- The tight relation between X-ray and ultraviolet luminosity of quasars
- A time - luminosity correlation for Gamma Ray Bursts in the X - rays
- Quasars as standard candles III. Validation of a new sample for cosmological studies
- High-redshift cosmography: auxiliary variables versus Padé polynomials
- Discovery of a tight correlation for gamma ray burst afterglows with `canonical' light curves
- Quasars as standard candles I: The physical relation between disc and coronal emission
- Determination of the intrinsic Luminosity Time Correlation in the X-ray Afterglows of GRBs
- Very high redshift quasars and the rapid emergence of super-massive black holes
- A fundamental plane for long gamma-ray bursts with X-ray plateaus
- Cosmography and flat CDM tensions at high redshift
- The X-ray fundamental plane of the Platinum Sample, the Kilonovae and the SNe Ib/c associated with GRBs
- Slope evolution of GRB correlations and cosmology
- Luminosity--time and luminosity--luminosity correlations for GRB prompt and afterglow plateau emissions
- A study of gamma ray bursts with afterglow plateau phases associated with supernovae
- Determining the range of validity of quasar X-ray and UV flux measurements for constraining cosmological model parameters
- Toward a standard Gamma Ray Burst: tight correlations between the prompt and the afterglow plateau phase emission
- Standardizing Platinum Dainotti-correlated gamma-ray bursts, and using them with standardized Amati-correlated gamma-ray bursts to constrain cosmological model parameters
- Study of possible systematics in the L*X - Ta* correlation of Gamma Ray Bursts
- Gamma-ray burst prompt correlations: selection and instrumental effects
- Constraining cosmological parameters by Gamma Ray Burst X - ray afterglow lightcurves
- Standardizing Dainotti-correlated gamma-ray bursts, and using them with standardized Amati-correlated gamma-ray bursts to constrain cosmological model parameters
- Gamma Ray Burst afterglow and prompt-afterglow relations: an overview
- Non-parametric study of the evolution of the cosmological equation of state with SNeIa, BAO and high redshift GRBs
- The Optical Luminosity-Time Correlation for More Than 100 Gamma-Ray Burst Afterglows
- On the Radio and Optical Luminosity Evolution of Quasars
- Selection effects in Gamma Ray Bursts correlations: consequences on the ratio between GRB and star formation rates
- Do quasar X-ray and UV flux measurements provide a useful test of cosmological models?
- Addressing the cosmological tension by the Heisenberg uncertainty
- On the investigation of the closure relations for Gamma-Ray Bursts observed by Swift in the post-plateau phase and the GRB fundamental plane
- Gamma Ray Burst Prompt correlations
- On the Radio and Optical Luminosity Evolution of Quasars II - The SDSS Sample
- Cosmological Evolution of the Formation Rate of Short Gamma-ray Bursts With and Without Extended Emission
- Cosmography by orthogonalized logarithmic polynomials
- On the Existence of the Plateau Emission in High-Energy Gamma-Ray Burst LightCurves observed byFermi-LAT
- Examining Two-Dimensional Luminosity-time Correlations for Gamma Ray Burst Radio Afterglows with VLA and ALMA
- Closure relations during the plateau emission of Swift GRBs and the fundamental plane
- The Chandra view of the relation between X-ray and UV emission in quasars
- Do reverberation-measured H quasars provide a useful test of cosmology?
- Accounting for Selection Bias and Redshift Evolution in GRB Radio Afterglow Data
- How unbiased statistical methods lead to biased scientific discoveries: A case study of the Efron-Petrosian statistic applied to the luminosity-redshift evolution of Gamma-Ray Bursts
- A graphical analysis of the systematic error of classical binned methods in constructing luminosity functions
- The Mid-Infrared Luminosity Evolution and Luminosity Function of Quasars with SDSS and WISE
- Viewing angle observations and effects of evolution with redshift, black hole mass, and Eddington ratio in quasar based cosmology
- Waveband Luminosity Correlations in Flux-Limited Multiwavelength Data
- Viewing angle effects in quasar application to cosmology
- Standardizing reverberation-measured Mg II time-lag quasars, by using the radius-luminosity relation, and constraining cosmological model parameters
Cited by in corpus (40)
- Seven hints that early-time new physics alone is not sufficient to solve the Hubble tension
- The CosmoVerse White Paper: Addressing observational tensions in cosmology with systematics and fundamental physics
- Revealing Intrinsic Flat CDM Biases with Standardizable Candles
- The Gamma-ray Bursts fundamental plane correlation as a cosmological tool
- Gamma-Ray Bursts, Quasars, Baryonic Acoustic Oscillations, and Supernovae Ia: new statistical insights and cosmological constraints
- , , and other constraints from lower-redshift, non-CMB, expansion-rate data
- CDM Tensions: Localising Missing Physics through Consistency Checks
- Gamma-ray burst data strongly favor the three-parameter fundamental plane (Dainotti) correlation relation over the two-parameter one
- Reducing the uncertainty on the Hubble constant up to 35\% with an improved statistical analysis: different best-fit likelihoods for Supernovae Ia, Baryon Acoustic Oscillations, Quasars, and Gamma-Ray Bursts
- Metric gravity with dynamical dark energy as a scenario for the Hubble tension
- Tensions with the flat CDM model from high-redshift cosmography
- Standardizing reverberation-measured C IV time-lag quasars, and using them with standardized Mg II quasars to constrain cosmological parameters
- Quasars as high-redshift standard candles
- Quasar UV/X-ray relation luminosity distances are shorter than reverberation-measured radius-luminosity relation luminosity distances
- Current data are consistent with flat spatial hypersurfaces in the CDM cosmological model but favor more lensing than the model predicts
- Consistency study of high- and low-accreting Mg ii quasars: No significant effect of the Fe ii to Mg ii flux ratio on the radius-luminosity relation dispersion
- Quasars: standard candles up to z=7.5 with the precision of Supernovae Ia
- Can the Distance-Redshift Relation Be Determined from Correlations Between Luminosities?
- Expectations for time-delay measurements in active galactic nuclei with the Vera Rubin Observatory
- Does DESI DR2 challenge CDM paradigm ?
- Effect of extinction on quasar luminosity distances determined from UV and X-ray flux measurements
- Constraints on Cosmological Models from Quasars Calibrated with Type Ia Supernova by a Gaussian Process
- GRB Redshift Estimation using Machine Learning and the Associated Web-App
- Redshift-evolutionary X-ray and UV luminosity relation of quasars from Gaussian copula
- Testing the standardizability of, and deriving cosmological constraints from, a new Amati-correlated gamma-ray burst data compilation
- Radio-bright vs. Radio-dark Gamma-ray Bursts -- More Evidence for Distinct Progenitors
- Probing the H0 Tension with Holographic Dark Energy in Unimodular Gravity: Insights from DESI DR2
- Low- and high-redshift H II starburst galaxies obey different luminosity-velocity dispersion relations
- Are quasars reliable standard candles?
- Impact of Cosmology on Lorentz Invariance Violation Constraints from GRB Time-Delays
- Unveiling the Effects of Coupling Extended Proca-Nuevo Gravity on Cosmic Expansion with Recent Observations
- Unveiling the Universe with Emerging Cosmological Probes
- Evidence for evolving dark energy from DESI DR2 BAO and Pantheon, DES-Dovekie, and Union3
- Tilted non-spatially-flat inflation
- Testing the consistency of new Amati-correlated gamma-ray burst dataset cosmological constraints with those from better-established cosmological data
- On the Metric gravity Viability in Accounting for the Binned Supernovae Data
- Magnetic Reconnection as a Potential Driver of X-ray Variability in Active Galactic Nuclei
- Application of Efron-Petrosian method to radio pulsar fluxes
- Gamma-Ray Bursts, Supernovae Ia and Baryon Acoustic Oscillations: a binned cosmological analysis
- SRG/eROSITA-SDSS view on the relation between X-ray and UV emission for quasars