Gravitational Lens Time Delays: A Statistical Assessment of Lens Model Dependences and Implications for the Global Hubble Constant
arXiv:astro-ph/0609694 · doi:10.1086/513093
Abstract
Time delays between lensed multiple images have been known to provide an interesting probe of the Hubble constant, but such application is often limited by degeneracies with the shape of lens potentials. We propose a new statistical approach to examine the dependence of time delays on the complexity of lens potentials, such as higher-order perturbations, non-isothermality, and substructures. Specifically, we introduce a reduced time delay and explore its behavior as a function of the image configuration that is characterized by the asymmetry and opening angle of the image pair. In particular we derive a realistic conditional probability distribution. We find that the probability distribution is sensitive to the image configuration such that more asymmetric and/or smaller opening angle image pairs are more easily affected by perturbations on the primary lens potential. On average time delays of double lenses are less scattered than those of quadruple lenses. Furthermore, the realistic conditional distribution allows a new statistical method to constrain the Hubble constant. We find that 16 published time delay quasars constrain the Hubble constant to be H_0=70+/-6 km/s/Mpc, where the value and its error are estimated using jackknife resampling. After including rough estimates of the sizes of important systematic errors, we find H_0=68+/-6(stat.)+/-8(syst.) km/s/Mpc. The reasonable agreement with other estimates indicates the usefulness of our new approach as a cosmological and astrophysical probe, particularly in the era of large-scale synoptic surveys. (Abridged)
arXiv comment16 pages, 8 figures, accepted for publication in ApJ; Version with full-resolution figures available at http://www.slac.stanford.edu/~oguri/files/tdmodel.pdf
References in corpus (108)
- Final Results from the Hubble Space Telescope Key Project to Measure the Hubble Constant
- Dark Matter Substructure in Galactic Halos
- Where are the missing galactic satellites?
- Cosmological Constraints from the SDSS Luminous Red Galaxies
- Direct Detection of CDM Substructure
- The Sloan Lens ACS Survey. III - The Structure and Formation of Early-type Galaxies and their Evolution since z~1
- Massive Dark-matter halos and Evolution of Early-type Galaxies to z=1
- The Cosmic Lens All-Sky Survey: I. Source selection and observations
- Compound gravitational lensing as a probe of dark matter substructure within galaxy halos
- The Cosmic Lens All-Sky Survey:II. Gravitational lens candidate selection and follow-up
- Substructures in Cold Dark Matter Haloes
- A Robust Determination of the Time Delay in 0957+561A,B and a Measurement of the Global Value of Hubble's Constant
- Shear and Ellipticity in Gravitational Lenses
- The velocity dispersion function of early-type galaxies
- The Quadruple Gravitational Lens PG1115+080: Time Delays and Models
- WFPC2 Images of the Central Regions of Early-Type Galaxies - I. The Data
- A Gravitationally Lensed Quasar with Quadruple Images Separated by 14.62 Arcseconds
- Tests for Substructure in Gravitational Lenses
- Probing Dark Matter Substructure in Lens Galaxies
- HST Observations of 10 Two-Image Gravitational Lenses
- What Do Gravitational Lens Time Delays Measure?
- The internal structure of the lens PG1115+080: breaking degeneracies in the value of the Hubble Constant
- The Time Delays of Gravitational Lens HE0435-1223: An Early-Type Galaxy With a Rising Rotation Curve
- The Sloan Digital Sky Survey Quasar Lens Search. I. Candidate Selection Algorithm
- A Determination of H_0 with the CLASS Gravitational Lens B1608+656: III. A Significant Improvement in the Precision of the Time Delay Measurements
- The Hubble Constant from the Gravitational Lens B1608+656
- Time delay for the gravitational lens system B0218+357
- Self-Similar Models for the Mass Profiles of Early-type Lens Galaxies
- The Evolution and Structure of Early-type Field Galaxies: A Combined Statistical Analysis of Gravitational Lenses
- Identifying Lenses with Small-Scale Structure. I. Cusp Lenses
- The Time Delay in the Gravitational Lens PKS 1830-211
- The Importance of Einstein Rings
- A quadruply imaged quasar with an optical Einstein ring candidate: 1RXS J113155.4-123155
- Redshifts of the Gravitational Lenses B1422+231 and PG1115+080
- B1422+231: The influence of mass substructure on strong lensing
- Lensing Degeneracies Revisited
- Determining the Hubble Constant from the Gravitational Lens PG 1115+080
- Observations and Theoretical Implications of the Large Separation Lensed Quasar SDSS J1004+4112
- An Infrared Einstein Ring in the Gravitational Lens PG 1115+080
- A Spectroscopic Study of the Environments of Gravitational Lens Galaxies
- Analytic Cross Sections for Substructure Lensing
- Constraints on Galaxy Density Profiles from Strong Gravitational Lensing: The Case of B 1933+503
- The central image of a gravitationally lensed quasar
- The Importance of Lens Galaxy Environments
- Anomalous Flux Ratios in Gravitational Lenses: For or Against CDM?
- An Optical Time-Delay for the Lensed BAL Quasar HE2149-2745
- Spectroscopic Gravitational Lensing and Limits on the Dark Matter Substructure in Q2237+0305
- HE 0435-1223: a wide separation quadruple QSO and gravitational lens
- Subaru Mid-infrared Imaging of the Quadruple Lenses PG1115+080 and B1422+231: Limits on Substructure Lensing
- Time delay and lens redshift for the doubly imaged BAL quasar SBS1520+530
- Gravitational lens time delays for distant supernovae: break the degeneracy between radial mass profiles and the Hubble constant
- Analytic Time Delays and H_0 Estimates for Gravitational Lenses
- A determination of H_0 with the CLASS gravitational lens B1608+656: II. Mass models and the Hubble constant from lensing
- Identifying Lenses with Small-Scale Structure. II. Fold Lenses
- Chandra Observations of QSO 2237+0305
- The Hubble time inferred from 10 time-delay lenses
- An optical time-delay estimate for the double gravitational lens system B1600+434
- The image separation distribution of strong lenses: Halo versus subhalo populations
- The Importance of Intergalactic Structure to Gravitationally Lensed Quasars
- The redshift of the gravitationally lensed radio source PKS1830-211
- Mass Along the Line of Sight to the Gravitational Lens B1608+656: Galaxy Groups and Implications for H_0
- Degeneracies and scaling relations in general power-law models for gravitational lenses
- Microlensing of Lensed Supernovae
- Models for the lens and source of B0218+357 - A LensClean approach to determine H0
- Analysis of Time Delays in the Gravitational Lens PG1115+080
- Keck Spectroscopy of Three Gravitational Lens Systems Discovered in the JVAS and CLASS Surveys
- A multipole-Taylor expansion for the potential of gravitational lens MG J0414+0534
- The Host Galaxy of the Lensed Quasar Q 0957+561
- The edge-on spiral gravitational lens B1600+434
- External Shear in Quadruply Imaged Lens Systems
- The time delay of the quadruple quasar RX J0911.4+0551
- Strong Gravitational Lensing Time Delay Statistics and the Density Profile of Dark Halos
- COSMOGRAIL: the COSmological MOnitoring of GRAvItational Lenses VI. Redshift of the lensing galaxy in seven gravitationally lensed quasars
- Lensing Optical Depth for Substructure and Isolated Dark Matter Halos
- Discovery of a Fifth Image of the Large Separation Gravitationally Lensed Quasar SDSS J1004+4112
- An optical time delay for the double gravitational lens system FBQ 0951+2635
- The First FIRST Gravitationally Lensed Quasar: FBQ 0951+2635
- Gravitational lensing model degeneracies: Is steepness all-important?
- Values of H_0 from Models of the Gravitational Lens 0957+561
- RX J0911+05: A Massive Cluster Lens at z=0.769
- The Redshift of the Lensed Object in the Einstein Ring B0218+357
- The Lens Redshift and Group Environment for HE 0435-1223
- First Results from a Photometric Survey of Strong Gravitational Lens Environments
- COSMOGRAIL: the COSmological MOnitoring of GRAvItational Lenses V. The time delay in SDSS J1650+4251
- A Keck Survey of Gravitational Lens Systems: I. Spectroscopy of SBS 0909+532, HST 1411+5211, and CLASS B2319+051
- A Realistic Model for Spatial and Mass Distributions of Dark Halo Substructures: An Analytic Approach
- Determination of time delay from the gravitational lens B1422+231
- The Mass distribution of the Cluster 0957+561 from Gravitational Lensing
- Time delay measurement of the lensed quasar HE1104-1805
- Multipole Models of Four-Image Gravitational Lenses with Anomalous Flux Ratios
- Gravitational Lensing Magnification and Time Delay Statistics for Distant Supernovae
- The impact of lens galaxy environments on the image separation distribution
- Halo Structures of Gravitational Lens Galaxies
- Gravitational Lens Time Delays in CDM
- A Simple Method To Find All Lensed Quasars
- SDSS J1650+4251: A New Gravitational Lens
- Time delay of SBS 0909+532
- Observational determination of the time delays in gravitational lens system Q2237+030
- Discovering Gravitational Lenses Through Measurements Of Their Time Delays
- A reassessment of the data and models of the gravitational lens Q0957+561
- A simple analysis of halo density profiles using gravitational lensing time delays
- The lensing system towards the doubly imaged quasar SBS 1520+530
- Time Delays for the Giant Quadruple Lensed Quasar SDSS J1004+4112: Prospects for Determining the Density Profile of the Lensing Cluster
- Lens Galaxy Environments and Anomalous Flux Ratios in Gravitational Lenses
- Galaxy Structures and External Perturbations in Gravitational Lenses
- Intrinsic Degeneracy of Gravitational Lens Time Delays: the case for a simple quadruple system in CDM cosmology
- Time-delay quasars: scales and orders of magnitudes
- Probing galaxy density profiles with future supernova surveys
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- The Sloan Digital Sky Survey Quasar Lens Search. V. Final Catalog from the Seventh Data Release
- Strong Lens Time Delay Challenge: II. Results of TDC1
- A New Channel for Detecting Dark Matter Substructure in Galaxies: Gravitational Lens Time Delays
- Cosmological Constraints from the double source plane lens SDSSJ0946+1006
- The mass-sheet degeneracy and time-delay cosmography: Analysis of the strong lens RXJ1131-1231
- Measuring the distance-redshift relation with the cross-correlation of gravitational wave standard sirens and galaxies
- H0LiCOW XII. Lens mass model of WFI2033-4723 and blind measurement of its time-delay distance and
- Probability Distribution Functions of Cosmological Lensing: Convergence, Shear, and Magnification
- Lensing Time Delays and Cosmological Complementarity
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- Quantifying Environmental and Line-of-Sight Effects in Models of Strong Gravitational Lens Systems
- Strong lensing time-delay cosmography in the 2020s
- Improving the precision of time-delay cosmography with observations of galaxies along the line of sight
- Automated detection of galaxy-scale gravitational lenses in high resolution imaging data
- COSMOGRAIL: the COSmological MOnitoring of GRAvItational Lenses VII. Time delays and the Hubble constant from WFI J2033-4723
- The Effect of Environment on Shear in Strong Gravitational Lenses
- Early Optical Polarization of a Gamma Ray Burst Afterglow
- SN Refsdal : Photometry and Time Delay Measurements of the First Einstein Cross Supernova
- A Free-Form Prediction for the Reappearance of Supernova Refsdal in the Hubble Frontier Fields Cluster MACSJ1149.5+2223
- The Bullet cluster at its best: weighing stars, gas and dark matter
- Improved Constraints on the Gravitational Lens Q0957+561. II. Strong Lensing
- Gravitational lenses as cosmic rulers: density of dark matter and dark energy from time delays and velocity dispersions
- A New Estimate of the Hubble Time with Improved Modeling of Gravitational Lenses
- Cosmological Constraints from Gravitational Lens Time Delays
- COSMOGRAIL: the COSmological MOnitoring of GRAvItational Lenses XII. Time delays of the doubly lensed quasars SDSS J1206+4332 and HS 2209+1914
- Constraining the dark energy equation of state with double source plane strong lenses
- Cosmography from two-image lens systems: overcoming the lens profile slope degeneracy
- Teraflop per second gravitational lensing ray-shooting using graphics processing units
- The Hidden Fortress: Structure and substructure of the complex strong lensing cluster SDSS J1029+2623
- The Hubble constant inferred from 18 time-delay lenses
- The Observed Growth of Massive Galaxy Clusters IV: Robust Constraints on Neutrino Properties
- Observational selection biases in time-delay strong lensing and their impact on cosmography
- Simultaneous Estimation of Time Delays and Quasar Structure
- Line-of-sight effects in strong lensing: Putting theory into practice
- Hubble constant and dark energy inferred from free-form determined time delay distances
- Subaru Telescope adaptive optics observations of gravitationally lensed quasars in the Sloan Digital Sky Survey
- The Sloan Digital Sky Survey Quasar Lens Search. IV. Statistical Lens Sample from the Fifth Data Release
- A Two-Year Time Delay for the Lensed Quasar SDSS J1029+2623
- Gravitational lensing as a probe of cold dark matter subhalos
- TDCOSMO III: Dark matter substructure meets dark energy -- the effects of (sub)halos on strong-lensing measurements of
- Cosmological distance indicators
- Radial density profiles of time-delay lensing galaxies
- Five New High-Redshift Quasar Lenses from the Sloan Digital Sky Survey
- The analytical discussion on strong gravitaional lensing for a gravitational source with a global monopole
- High-redshift supernova rates measured with the gravitational telescope A1689
- TDCOSMO 2025: Cosmological constraints from strong lensing time delays
- Galaxy density profiles and shapes -- I. simulation pipeline for lensing by realistic galaxy models
- Robust Strong Lensing Time Delay Estimation
- Supernova tests of the timescape cosmology
- Discovery of Four Gravitationally Lensed Quasars from the Sloan Digital Sky Survey
- Cosmography using strongly lensed gravitational waves from binary black holes
- The cosmic distance duality relation with strong lensing and gravitational waves: an opacity-free test
- A Comparison of Cosmological Models Using Time Delay Lenses
- Strong Chromatic Microlensing in HE0047-1756 and SDSS1155+6346
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- A Spectroscopic Survey of the Fields of 28 Strong Gravitational Lenses: The Group Catalog
- SDSS J131339.98+515128.3: A new gravitationally lensed quasar selected based on near-infrared excess
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- New database for a sample of optically bright lensed quasars in the northern hemisphere
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- Resolving the High Energy Universe with Strong Gravitational Lensing: The Case of PKS 1830-211
- Gravitational lens system SDSS J1339+1310: microlensing factory and time delay
- Gravitational Lenses as High-Resolution Telescopes
- Estimating cosmological parameters from future gravitational lens surveys
- Next Generation Strong Lensing Time Delay Estimation with Gaussian Processes
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- Neutrino mass from cosmology: Impact of high-accuracy measurement of the Hubble constant
- Population mixtures and searches of lensed and extended quasars across photometric surveys
- Measuring the Hubble function with standard candle clustering
- The Large Array Survey Telescope -- Science Goals
- A 4% measurement of using the cumulative distribution of strong-lensing time delays in doubly-imaged quasars
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- Near-IR search for lensed supernovae behind galaxy clusters: III. Implications for cluster modeling and cosmology
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