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<ri:Resource created="2015-05-22T15:06:40Z" status="active" updated="2025-05-19T09:50:00Z" version="1.2" xmlns:ri="http://www.ivoa.net/xml/RegistryInterface/v1.0" xmlns:vr="http://www.ivoa.net/xml/VOResource/v1.0" xmlns:vs="http://www.ivoa.net/xml/VODataService/v1.1" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.ivoa.net/xml/VOResource/v1.0 http://vo.ari.uni-heidelberg.de/docs/schemata/VOResource.xsd http://www.ivoa.net/xml/VODataService/v1.1 http://vo.ari.uni-heidelberg.de/docs/schemata/VODataService.xsd" xsi:type="vs:CatalogService"><title>Cross-correlation of SDSS QSOs and BOSS galaxies</title><shortName>J/ApJ/778/98</shortName><identifier>ivo://CDS.VizieR/J/ApJ/778/98</identifier><altIdentifier>doi:10.26093/cds/vizier.17780098</altIdentifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Shen Y.</name></creator><creator><name>McBride C.K.</name></creator><creator><name>White M.</name></creator><creator><name>Zheng Z.</name></creator><creator><name>Myers A.D.</name></creator><creator><name>Guo H.,Kirkpatrick J.A.</name></creator><creator><name>Padmanabhan N.</name></creator><creator><name>Parejko J.K.</name></creator><creator><name>Ross N.P.</name></creator><creator><name>Schlegel D.J.,Schneider D.P.</name></creator><creator><name>Streblyanska A.</name></creator><creator><name>Swanson M.E.C.</name></creator><creator><name>Zehavi I.</name></creator><creator><name>Pan K.,Bizyaev D.</name></creator><creator><name>Brewington H.</name></creator><creator><name>Ebelke G.</name></creator><creator><name>Malanushenko V.</name></creator><creator><name>Malanushenko E.,Oravetz D.</name></creator><creator><name>Simmons A.</name></creator><creator><name>Snedden S.</name></creator><date role="Updated">2015-06-16T16:43:10Z</date><date role="Created">2015-05-22T15:06:40Z</date><contact><name>CDS support team</name><address>CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France</address><email>cds-question@unistra.fr</email></contact></curation><content><subject>galaxies</subject><subject>visible-astronomy</subject><subject>quasars</subject><subject>surveys</subject><description>We present the measurement of the two-point cross-correlation function (CCF) of 8198 Sloan Digital Sky Survey Data Release 7 quasars and 349608 Data Release 10 CMASS galaxies from the Baryonic Oscillation Spectroscopic Survey (BOSS) at 0.3&lt;z&lt;0.9. The CCF can be reasonably well fit by a power-law model {xi}_QG_(r)=(r/r_0_)^-{gamma}^ on projected scales of r_p_=2-25h^-1^Mpc with r_0_=6.61+/-0.25h^-1^Mpc and {gamma}=1.69+/-0.07. We estimate a quasar linear bias of b_Q_=1.38+/-0.10 at &lt;z&gt;{=}0.53 from the CCF measurements, which corresponds to a characteristic host halo mass of ~4x10^12^h^-1^M_{sun}_, compared with a ~10^13^h^-1^M_{sun}_ characteristic host halo mass for CMASS galaxies. Based on the clustering measurements, most quasars at {overline}{z}~0.5 are not the descendants of their higher luminosity counterparts at higher redshift, which would have evolved into more massive and more biased systems at low redshift. We divide the quasar sample in luminosity and constrain the luminosity dependence of quasar bias to be db_Q_/dlogL=0.20+/-0.34 or 0.11+/-0.32 (depending on different luminosity divisions) for quasar luminosities -23.5&gt;M_i_(z=2)&gt;-25.5, implying a weak luminosity dependence of clustering for luminous quasars at {overline}{z}~0.5. We compare our measurements with theoretical predictions, halo occupation distribution (HOD) models, and mock catalogs. These comparisons suggest that quasars reside in a broad range of host halos. The host halo mass distributions significantly overlap with each other for quasars at different luminosities, implying a poor correlation between halo mass and instantaneous quasar luminosity. We also find that the quasar HOD parameterization is largely degenerate such that different HODs can reproduce the CCF equally well, but with different satellite fractions and host halo mass distributions. These results highlight the limitations and ambiguities in modeling the distribution of quasars with the standard HOD approach.</description><source format="bibcode">2013ApJ...778...98S</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJ/778/98</referenceURL><type>Catalog</type><contentLevel>Research</contentLevel><relationship><relationshipType>IsServedBy</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/TAP">TAP VizieR generic service</relatedResource></relationship><relationship><relationshipType>related-to</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/V/139">V/139 : The SDSS Photometric Catalog, Release 9 (Adelman-McCarthy+, 2012)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/VII/260">VII/260 : The SDSS-DR7 quasar catalog (Schneider+, 2010)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/II/294">II/294 : The SDSS Photometric Catalog, Release 7 (Adelman-McCarthy+, 2009)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/VII/241">VII/241 : The 2dF QSO Redshift Survey (Croom+ 2004)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJS/199/3">J/ApJS/199/3 : The quasars MMT-BOSS pilot survey (Ross+, 2012)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/746/169">J/ApJ/746/169 : Luminosity function of broad-line quasars (Shen+, 2012)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJS/194/45">J/ApJS/194/45 : QSO properties from SDSS-DR7 (Shen+, 2011)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/690/20">J/ApJ/690/20 : Models of the AGN and black hole populations (Shankar+, 2009)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/680/169">J/ApJ/680/169 : SDSS DR5 virial black hole masses (Shen+, 2008)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/678/635">J/ApJ/678/635 : Spectroscopy of quasar binary candidates (Myers+, 2008)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/AJ/133/2222">J/AJ/133/2222 : Clustering of high-redshift QSOs from SDSS (Shen+, 2007)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/658/99">J/ApJ/658/99 : Pairs of QSO in SDSS-DR4 (Myers+, 2007)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/654/115">J/ApJ/654/115 : DEEP2 Galaxy Redshift Survey: SDSS QSOs (Coil+, 2007)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/AJ/131/2766">J/AJ/131/2766 : Quasar luminosity function from SDSS-DR3 (Richards+, 2006)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/AJ/131/1">J/AJ/131/1 : Binary quasars in the SDSS (Hennawi+, 2006)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJS/122/51">J/ApJS/122/51 : Spectroscopic catalog of rich galaxy clusters (Dressler+ 1999)</relatedResource></relationship></content><rights>https://cds.unistra.fr/vizier-org/licences_vizier.html</rights><capability><interface xsi:type="vr:WebBrowser"><accessURL use="full">https://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/ApJ/778/98</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/ApJ/778/98</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/ApJ/778/98</mirrorURL></interface></capability><capability><interface xsi:type="vs:ParamHTTP"><accessURL use="base">https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/ApJ/778/98</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/votable?-source=J/ApJ/778/98</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/ApJ/778/98</mirrorURL><queryType>GET</queryType><resultType>text/xml+votable</resultType></interface></capability><capability standardID="ivo://ivoa.net/std/TAP#aux"><interface xsi:type="vs:ParamHTTP" role="std"><accessURL use="base">https://tapvizier.cds.unistra.fr/TAPVizieR/tap</accessURL></interface></capability><coverage><footprint ivo-id="ivo://ivoa.net/std/moc"/><waveband>Optical</waveband></coverage><tableset><schema><name>default</name><table><name>J/ApJ/778/98/table1</name><description>Summary of quasar subsamples</description><column><name>recno</name><description>Record number assigned by the VizieR team. Should Not be used for identification.</description><ucd>meta.record</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Seq</name><description>[0/24] Sample number \linkRole{22 elements of the cross-correlation function}</description><ucd>meta.id</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag><flag>primary</flag></column><column><name>Sample</name><description>Sample identification</description><ucd>meta.id;src.sample</ucd><dataType xsi:type="vs:VOTableType" arraysize="10*">char</dataType></column><column><name>NQ</name><description>[188/8198] Number of quasars</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>NG</name><description>[78593/349608] Number of galaxies</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>N*QG</name><description>[41766/879352] Total number of quasar-galaxy pairs (1)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>zmin</name><description>[0.3/0.6] Minimum redsfhit</description><ucd>meta.note</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>zmax</name><description>[0.4/0.9] Maximum redshift</description><ucd>src.redshift</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Mmin</name><description>[-28.7/-23.8] Minimum mass</description><ucd>phys.mass</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Mmax</name><description>[-25.1/-22.5] Maximum mass</description><ucd>phys.mass</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>&lt;z&gt;</name><description>[0.4/0.7] Median redshift (2)</description><ucd>src.redshift;pos.heliocentric</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>&lt;Mi&gt;</name><description>[-25.7/-23.4] Median magnitude (2)</description><ucd>phys.mass</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>r0</name><description>[5.3/7.2] Best-fit power-law model correlation length of the CCF (with fixed slope {gamma}=1.7)</description><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>E_r0</name><description>[0.2/1] Positive error on r0</description><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_r0</name><description>[0.2/1.1] Negative error on r0</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>bG</name><description>[2/2.2] Galaxy linear bias</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_bG</name><description>[0.02/0.05] bG uncertainty</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>bQG</name><description>[1.3/2] Linear bias of the cross-correlation sample (3)</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>E_bQG</name><description>[0.06/0.3] Positive error on bQG</description><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_bQG</name><description>[0.06/0.3] Negative error on bQG</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>bQGd</name><description>[1.4/2.1] Linear bias of the cross-correlation sample (4)</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_bQGd</name><description>[0.04/0.2] bQGd uncertainty</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column></table><table><name>J/ApJ/778/98/table2</name><description>Measurements of the cross-correlation function (CCF) for the full sample and subsamples</description><column><name>recno</name><description>Record number assigned by the VizieR team. Should Not be used for identification.</description><ucd>meta.record</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Seq</name><description>[0/24] Sample number as in Table 1 \linkRole{subsample properties }</description><ucd>meta.id</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>rp</name><description>[0.1/49] Bin center r_p_ (in Mpc/h)</description><unit>Mpc</unit><ucd>spect.binSize;em.bin</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>QG</name><description>Cross-pair number</description><ucd>meta.id</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>wp</name><description>Projected cross-correlation function (in Mpc/h)</description><unit>Mpc</unit><ucd>stat.correlation</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>e_wp</name><description>Diagonal error in wp (in Mpc/h)</description><unit>Mpc</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column></table><table><name>J/ApJ/778/98/table3</name><description>Normalized covariance matrices from the full CCF sample and from individual CCF subsamples</description><column><name>M4</name><description>[-1/1] Matrix element 4 (1)</description><ucd>stat.correlation</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>recno</name><description>Record number assigned by the VizieR team. 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