Dark Energy Survey Year 1 results: Methodology and projections for joint analysis of galaxy clustering, galaxy lensing, and CMB lensing two-point functions

Baxter, E. J.; Omori, Y.; Chang, C.; Giannantonio, T.; Kirk, D.; Krause, E.; Blazek, J.; Bleem, L.; Choi, A.; Crawford, T. M.; Dodelson, S.; Eifler, T. F.; Friedrich, O.; Gruen, D.; Holder, G. P.; Jain, B.; Jarvis, M.; MacCrann, N.; Nicola, A.; Pandey, S.; Prat, J.; Reichardt, C. L.; Samuroff, S.; Sánchez, C.; Secco, L. F.; Sheldon, E.; Troxel, M. A.; Zuntz, J.; Abbott, T. M.  C.; Abdalla, F. B.; Annis, J.; Avila, S.; Bechtol, K.; Benson, B. A.; Bertin, E.; Brooks, D.; Buckley-Geer, E.; Burke, D. L.; Carnero Rosell, A.; Carrasco Kind, M.; Carretero, J.; Castander, F. J.; Cawthon, R.; Cunha, C. E.; D’Andrea, C. B.; da Costa, L. N.; Davis, C.; De Vicente, J.; DePoy, D. L.; Diehl, H. T.; Doel, P.; Estrada, J.; Evrard, A. E.; Flaugher, B.; Fosalba, P.; Frieman, J.; García-Bellido, J.; Gaztanaga, E.; Gerdes, D. W.; Gruendl, R. A.; Gschwend, J.; Gutierrez, G.; Hartley, W. G.; Hollowood, D.; Hoyle, B.; James, D. J.; Kent, S.; Kuehn, K.; Kuropatkin, N.; Lahav, O.; Lima, M.; Maia, M. A.  G.; March, M.; Marshall, J. L.; Melchior, P.; Menanteau, F.; Miquel, R.; Plazas, A. A.; Roodman, A.; Rykoff, E. S.; Sanchez, E.; Schindler, R.; Schubnell, M.; Sevilla-Noarbe, I.; Smith, M.; Smith, R. C.; Soares-Santos, M.; Sobreira, F.; Suchyta, E.; Swanson, M. E.  C.; Tarle, G.; Walker, A. R.; Wu, W. L.  K.; Weller, J.

doi:10.1103/PhysRevD.99.023508

Title: Dark Energy Survey Year 1 results: Methodology and projections for joint analysis of galaxy clustering, galaxy lensing, and CMB lensing two-point functions

Abstract

Optical imaging surveys measure both the galaxy density and the gravitational lensing-induced shear fields across the sky. Recently, the Dark Energy Survey (DES) collaboration used a joint fit to two-point correlations between these observables to place tight constraints on cosmology (DES Collaboration et al. 2017). In this work, we develop the methodology to extend the DES year one joint probes analysis to include cross-correlations of the optical survey observables with gravitational lensing of the cosmic microwave background (CMB) as measured by the South Pole Telescope (SPT) and Planck. Using simulated analyses, we show how the resulting set of five two-point functions increases the robustness of the cosmological constraints to systematic errors in galaxy lensing shear calibration. Additionally, we show that contamination of the SPT+Planck CMB lensing map by the thermal Sunyaev-Zel'dovich effect is a potentially large source of systematic error for two-point function analyses, but show that it can be reduced to acceptable levels in our analysis by masking clusters of galaxies and imposing angular scale cuts on the two-point functions. The methodology developed here will be applied to the analysis of data from the DES, the SPT, and Planck in a companion work.

Authors:: Baxter, E. J.; Omori, Y.; Chang, C.; Giannantonio, T.; Kirk, D.; Krause, E.; Blazek, J.; Bleem, L.; Choi, A.; Crawford, T. M.; Dodelson, S.; Eifler, T. F.; Friedrich, O.; Gruen, D.; Holder, G. P.; Jain, B.; Jarvis, M.; MacCrann, N.; Nicola, A.; Pandey, S. more »« less

Publication Date:: Fri Jan 04 00:00:00 EST 2019

Research Org.:: Brookhaven National Laboratory (BNL), Upton, NY (United States); SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Univ. of Michigan, Ann Arbor, MI (United States)

Sponsoring Org.:: USDOE Office of Science (SC), High Energy Physics (HEP)

Contributing Org.:: DES and SPT Collaborations

OSTI Identifier:: 1491675

Alternate Identifier(s):: OSTI ID: 1423573; OSTI ID: 1489706; OSTI ID: 1503977; OSTI ID: 1728574

Report Number(s):: BNL-210899-2019-JAAM; arXiv:1802.05257; FERMILAB-PUB-18-045-A-AE
Journal ID: ISSN 2470-0010; PRVDAQ

Grant/Contract Number:: SC0012704; SC0007901; SC0015975; AC02-07CH11359; AC02- 06CH11357; AC02-06CH11357; PHY-0114422; AC05-00OR22725; SC0019193

Resource Type:: Accepted Manuscript

Journal Name:: Physical Review D

Additional Journal Information:: Journal Volume: 99; Journal Issue: 2; Journal ID: ISSN 2470-0010

Publisher:: American Physical Society (APS)

Country of Publication:: United States

Language:: English

Subject:: 79 ASTRONOMY AND ASTROPHYSICS; cmb; galaxy; lensing; clustering; DES; SPT; Planck; gravitational

Citation Formats


                    Baxter, E. J., Omori, Y., Chang, C., Giannantonio, T., Kirk, D., Krause, E., Blazek, J., Bleem, L., Choi, A., Crawford, T. M., Dodelson, S., Eifler, T. F., Friedrich, O., Gruen, D., Holder, G. P., Jain, B., Jarvis, M., MacCrann, N., Nicola, A., Pandey, S., Prat, J., Reichardt, C. L., Samuroff, S., Sánchez, C., Secco, L. F., Sheldon, E., Troxel, M. A., Zuntz, J., Abbott, T. M.  C., Abdalla, F. B., Annis, J., Avila, S., Bechtol, K., Benson, B. A., Bertin, E., Brooks, D., Buckley-Geer, E., Burke, D. L., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Castander, F. J., Cawthon, R., Cunha, C. E., D’Andrea, C. B., da Costa, L. N., Davis, C., De Vicente, J., DePoy, D. L., Diehl, H. T., Doel, P., Estrada, J., Evrard, A. E., Flaugher, B., Fosalba, P., Frieman, J., García-Bellido, J., Gaztanaga, E., Gerdes, D. W., Gruendl, R. A., Gschwend, J., Gutierrez, G., Hartley, W. G., Hollowood, D., Hoyle, B., James, D. J., Kent, S., Kuehn, K., Kuropatkin, N., Lahav, O., Lima, M., Maia, M. A.  G., March, M., Marshall, J. L., Melchior, P., Menanteau, F., Miquel, R., Plazas, A. A., Roodman, A., Rykoff, E. S., Sanchez, E., Schindler, R., Schubnell, M., Sevilla-Noarbe, I., Smith, M., Smith, R. C., Soares-Santos, M., Sobreira, F., Suchyta, E., Swanson, M. E.  C., Tarle, G., Walker, A. R., Wu, W. L.  K., and Weller, J. Dark Energy Survey Year 1 results: Methodology and projections for joint analysis of galaxy clustering, galaxy lensing, and CMB lensing two-point functions.  United States: N. p., 2019. 
Web.  doi:10.1103/PhysRevD.99.023508.

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                    Baxter, E. J., Omori, Y., Chang, C., Giannantonio, T., Kirk, D., Krause, E., Blazek, J., Bleem, L., Choi, A., Crawford, T. M., Dodelson, S., Eifler, T. F., Friedrich, O., Gruen, D., Holder, G. P., Jain, B., Jarvis, M., MacCrann, N., Nicola, A., Pandey, S., Prat, J., Reichardt, C. L., Samuroff, S., Sánchez, C., Secco, L. F., Sheldon, E., Troxel, M. A., Zuntz, J., Abbott, T. M.  C., Abdalla, F. B., Annis, J., Avila, S., Bechtol, K., Benson, B. A., Bertin, E., Brooks, D., Buckley-Geer, E., Burke, D. L., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Castander, F. J., Cawthon, R., Cunha, C. E., D’Andrea, C. B., da Costa, L. N., Davis, C., De Vicente, J., DePoy, D. L., Diehl, H. T., Doel, P., Estrada, J., Evrard, A. E., Flaugher, B., Fosalba, P., Frieman, J., García-Bellido, J., Gaztanaga, E., Gerdes, D. W., Gruendl, R. A., Gschwend, J., Gutierrez, G., Hartley, W. G., Hollowood, D., Hoyle, B., James, D. J., Kent, S., Kuehn, K., Kuropatkin, N., Lahav, O., Lima, M., Maia, M. A.  G., March, M., Marshall, J. L., Melchior, P., Menanteau, F., Miquel, R., Plazas, A. A., Roodman, A., Rykoff, E. S., Sanchez, E., Schindler, R., Schubnell, M., Sevilla-Noarbe, I., Smith, M., Smith, R. C., Soares-Santos, M., Sobreira, F., Suchyta, E., Swanson, M. E.  C., Tarle, G., Walker, A. R., Wu, W. L.  K., & Weller, J. Dark Energy Survey Year 1 results: Methodology and projections for joint analysis of galaxy clustering, galaxy lensing, and CMB lensing two-point functions.  United States.  https://doi.org/10.1103/PhysRevD.99.023508

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                    Baxter, E. J., Omori, Y., Chang, C., Giannantonio, T., Kirk, D., Krause, E., Blazek, J., Bleem, L., Choi, A., Crawford, T. M., Dodelson, S., Eifler, T. F., Friedrich, O., Gruen, D., Holder, G. P., Jain, B., Jarvis, M., MacCrann, N., Nicola, A., Pandey, S., Prat, J., Reichardt, C. L., Samuroff, S., Sánchez, C., Secco, L. F., Sheldon, E., Troxel, M. A., Zuntz, J., Abbott, T. M.  C., Abdalla, F. B., Annis, J., Avila, S., Bechtol, K., Benson, B. A., Bertin, E., Brooks, D., Buckley-Geer, E., Burke, D. L., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Castander, F. J., Cawthon, R., Cunha, C. E., D’Andrea, C. B., da Costa, L. N., Davis, C., De Vicente, J., DePoy, D. L., Diehl, H. T., Doel, P., Estrada, J., Evrard, A. E., Flaugher, B., Fosalba, P., Frieman, J., García-Bellido, J., Gaztanaga, E., Gerdes, D. W., Gruendl, R. A., Gschwend, J., Gutierrez, G., Hartley, W. G., Hollowood, D., Hoyle, B., James, D. J., Kent, S., Kuehn, K., Kuropatkin, N., Lahav, O., Lima, M., Maia, M. A.  G., March, M., Marshall, J. L., Melchior, P., Menanteau, F., Miquel, R., Plazas, A. A., Roodman, A., Rykoff, E. S., Sanchez, E., Schindler, R., Schubnell, M., Sevilla-Noarbe, I., Smith, M., Smith, R. C., Soares-Santos, M., Sobreira, F., Suchyta, E., Swanson, M. E.  C., Tarle, G., Walker, A. R., Wu, W. L.  K., and Weller, J. Fri .  
"Dark Energy Survey Year 1 results: Methodology and projections for joint analysis of galaxy clustering, galaxy lensing, and CMB lensing two-point functions".  United States.  https://doi.org/10.1103/PhysRevD.99.023508.  https://www.osti.gov/servlets/purl/1491675.

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@article{osti_1491675,

  title        = {Dark Energy Survey Year 1 results: Methodology and projections for joint analysis of galaxy clustering, galaxy lensing, and CMB lensing two-point functions},

  author       = {Baxter, E. J. and Omori, Y. and Chang, C. and Giannantonio, T. and Kirk, D. and Krause, E. and Blazek, J. and Bleem, L. and Choi, A. and Crawford, T. M. and Dodelson, S. and Eifler, T. F. and Friedrich, O. and Gruen, D. and Holder, G. P. and Jain, B. and Jarvis, M. and MacCrann, N. and Nicola, A. and Pandey, S. and Prat, J. and Reichardt, C. L. and Samuroff, S. and Sánchez, C. and Secco, L. F. and Sheldon, E. and Troxel, M. A. and Zuntz, J. and Abbott, T. M.  C. and Abdalla, F. B. and Annis, J. and Avila, S. and Bechtol, K. and Benson, B. A. and Bertin, E. and Brooks, D. and Buckley-Geer, E. and Burke, D. L. and Carnero Rosell, A. and Carrasco Kind, M. and Carretero, J. and Castander, F. J. and Cawthon, R. and Cunha, C. E. and D’Andrea, C. B. and da Costa, L. N. and Davis, C. and De Vicente, J. and DePoy, D. L. and Diehl, H. T. and Doel, P. and Estrada, J. and Evrard, A. E. and Flaugher, B. and Fosalba, P. and Frieman, J. and García-Bellido, J. and Gaztanaga, E. and Gerdes, D. W. and Gruendl, R. A. and Gschwend, J. and Gutierrez, G. and Hartley, W. G. and Hollowood, D. and Hoyle, B. and James, D. J. and Kent, S. and Kuehn, K. and Kuropatkin, N. and Lahav, O. and Lima, M. and Maia, M. A.  G. and March, M. and Marshall, J. L. and Melchior, P. and Menanteau, F. and Miquel, R. and Plazas, A. A. and Roodman, A. and Rykoff, E. S. and Sanchez, E. and Schindler, R. and Schubnell, M. and Sevilla-Noarbe, I. and Smith, M. and Smith, R. C. and Soares-Santos, M. and Sobreira, F. and Suchyta, E. and Swanson, M. E.  C. and Tarle, G. and Walker, A. R. and Wu, W. L.  K. and Weller, J.},

  abstractNote = {Optical imaging surveys measure both the galaxy density and the gravitational lensing-induced shear fields across the sky. Recently, the Dark Energy Survey (DES) collaboration used a joint fit to two-point correlations between these observables to place tight constraints on cosmology (DES Collaboration et al. 2017). In this work, we develop the methodology to extend the DES year one joint probes analysis to include cross-correlations of the optical survey observables with gravitational lensing of the cosmic microwave background (CMB) as measured by the South Pole Telescope (SPT) and Planck. Using simulated analyses, we show how the resulting set of five two-point functions increases the robustness of the cosmological constraints to systematic errors in galaxy lensing shear calibration. Additionally, we show that contamination of the SPT+Planck CMB lensing map by the thermal Sunyaev-Zel'dovich effect is a potentially large source of systematic error for two-point function analyses, but show that it can be reduced to acceptable levels in our analysis by masking clusters of galaxies and imposing angular scale cuts on the two-point functions. The methodology developed here will be applied to the analysis of data from the DES, the SPT, and Planck in a companion work.},

  doi          = {10.1103/PhysRevD.99.023508},

  journal      = {Physical Review D},

  number       = 2,

  volume       = 99,

  place        = {United States},

  year         = {Fri Jan 04 00:00:00 EST 2019},

  month        = {Fri Jan 04 00:00:00 EST 2019}

}

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Works referencing / citing this record:

Towards emulating cosmic shear data: revisiting the calibration of the shear measurements for the Kilo-Degree Survey
journal, April 2019

Kannawadi, Arun; Hoekstra, Henk; Miller, Lance
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DOI: 10.1051/0004-6361/201834819

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Prat, J.; Baxter, E.; Shin, T.
Monthly Notices of the Royal Astronomical Society, Vol. 487, Issue 1
DOI: 10.1093/mnras/stz1309

Reconstructing probability distributions with Gaussian processes
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Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 3
DOI: 10.1093/mnras/stz2426

Towards emulating cosmic shear data: Revisiting the calibration of the shear measurements for the Kilo-Degree Survey
text, January 2018

Kannawadi, Arun; Hoekstra, Henk; Miller, Lance
arXiv
DOI: 10.48550/arxiv.1812.03983

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DOI: 10.48550/arxiv.1905.09299

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Dark Energy Survey Year 1 Results: Cross-correlation between DES Y1 galaxy weak lensing and SPT+Planck CMB weak lensing

Journal Article Omori, Y. ; et al. - TBD

We cross-correlate galaxy weak lensing measurements from the Dark Energy Survey (DES) year-one (Y1) data with a cosmic microwave background (CMB) weak lensing map derived from South Pole Telescope (SPT) and Planck data, with an effective overlapping area of 1289 degmore »« less
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Title: Dark Energy Survey Year 1 results: Methodology and projections for joint analysis of galaxy clustering, galaxy lensing, and CMB lensing two-point functions

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Ensemble samplers with affine invariance journal, January 2010

First measurement of the cross-correlation of CMB lensing and galaxy lensing journal, March 2015

On estimating cosmology-dependent covariance matrices journal, November 2013

KiDS-450: tomographic cross-correlation of galaxy shear with Planck lensing journal, July 2017

The Structure of Cold Dark Matter Halos journal, May 1996

CMB lensing tomography with the DES Science Verification galaxies journal, January 2016

Mass Reconstruction with Cosmic Microwave Background Polarization journal, August 2002

Dark Energy Survey Year 1 results: Cosmological constraints from cosmic shear journal, August 2018

CFHTLenS and RCSLenS cross-correlation with Planck lensing detected in fourier and configuration space journal, April 2016

Scale-dependent galaxy bias in the Sloan Digital Sky Survey as a function of luminosity and colour journal, January 2009

Cmb Lensing Power Spectrum Biases from Galaxies and Clusters Using High-Angular Resolution Temperature maps journal, April 2014

Efficient Computation of Cosmic Microwave Background Anisotropies in Closed Friedmann‐Robertson‐Walker Models journal, August 2000

Dark Energy Survey year 1 results: Cosmological constraints from galaxy clustering and weak lensing journal, August 2018

Planck early results. I. The Planck mission journal, December 2011

On the Cluster Physics of Sunyaev-Zel'Dovich and X-Ray Surveys. ii. Deconstructing the Thermal sz Power Spectrum journal, September 2012

Practical Weak-lensing Shear Measurement with Metacalibration journal, May 2017

Planck pre-launch status: The Planck mission journal, September 2010

redMaPPer. I. ALGORITHM AND SDSS DR8 CATALOG journal, April 2014

Correlations of cosmic tidal fields journal, May 2001

Revising the Halofit Model for the Nonlinear Matter Power Spectrum journal, December 2012

Intrinsic alignments in the cross-correlation of cosmic shear and cosmic microwave background weak lensing journal, July 2014

Power spectrum super-sample covariance journal, June 2013

Using Cosmic Microwave Background Lensing to Constrain the Multiplicative bias of Cosmic Shear journal, October 2012

Joint galaxy-lensing observables and the dark energy journal, August 2004

emcee : The MCMC Hammer journal, March 2013

Dark Energy Survey Year 1 Results: The Photometric Data Set for Cosmology journal, April 2018

Dark Energy Survey Year 1 results: weak lensing shape catalogues journal, August 2018

Dark energy constraints from cosmic shear power spectra: impact of intrinsic alignments on photometric redshift requirements journal, December 2007

cosmolike – cosmological likelihood analyses for photometric galaxy surveys journal, May 2017

Planck 2015 results : XXIV. Cosmology from Sunyaev-Zeldovich cluster counts journal, September 2016

MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics journal, October 2009

The 10 Meter South Pole Telescope journal, May 2011

Looking through the same lens: Shear calibration for LSST, Euclid, and WFIRST with stage 4 CMB lensing journal, June 2017

Joint measurement of lensing–galaxy correlations using SPT and DES SV data journal, July 2016

THE COSMOS2015 CATALOG: EXPLORING THE 1 < z < 6 UNIVERSE WITH HALF A MILLION GALAXIES journal, June 2016

KiDS-450 + 2dFLenS: Cosmological parameter constraints from weak gravitational lensing tomography and overlapping redshift-space galaxy clustering journal, October 2017

The Scale Dependence of Relative Galaxy Bias: Encouragement for the “Halo Model” Description journal, July 2006

Evidence for quadratic tidal tensor bias from the halo bispectrum journal, October 2012

FAST-PT: a novel algorithm to calculate convolution integrals in cosmological perturbation theory journal, September 2016

Extended Limber approximation journal, December 2008

Dark Energy Survey Year 1 results: cross-correlation redshifts – methods and systematics characterization journal, February 2018

Planck 2015 results : XXVII. The second journal, September 2016

Planck 2015 results : XXII. A map of the thermal Sunyaev-Zeldovich effect journal, September 2016

The Luminosity and Color Dependence of the Galaxy Correlation Function journal, September 2005

The universal galaxy cluster pressure profile from a representative sample of nearby systems (REXCESS) and the Y SZ – M 500 relation journal, July 2010

Dependence of cosmic shear covariances on cosmology: Impact on parameter estimation journal, June 2009

Weak-lensing mass calibration of redMaPPer galaxy clusters in Dark Energy Survey Science Verification data journal, May 2017

A Measurement of the Cosmic Microwave Background Damping tail from the 2500-Square-Degree Spt-Sz Survey journal, November 2013

Planck 2015 results : XV. Gravitational lensing journal, September 2016

The Redmapper Galaxy Cluster Catalog from des Science Verification data journal, May 2016

CMB power spectrum parameter degeneracies in the era of precision cosmology journal, April 2012

CFHTLenS revisited: assessing concordance with Planck including astrophysical systematics journal, October 2016

Cosmology from cosmic shear with Dark Energy Survey Science Verification data journal, July 2016

im3shape: a maximum likelihood galaxy shear measurement code for cosmic gravitational lensing journal, July 2013

Stable clustering, the halo model and non-linear cosmological power spectra journal, June 2003

Galaxy Clusters Discovered via the Sunyaev-Zel'Dovich Effect in the 2500-Square-Degree Spt-Sz Survey journal, January 2015

The physics driving the cosmic star formation history journal, March 2010

Spin‐induced Galaxy Alignments and Their Implications for Weak‐Lensing Measurements journal, October 2001

KiDS+GAMA: cosmology constraints from a joint analysis of cosmic shear, galaxy–galaxy lensing, and angular clustering journal, March 2018

Clustering of dark matter tracers: generalizing bias for the coming era of precision LSS journal, August 2009

Cosmology from large-scale galaxy clustering and galaxy–galaxy lensing with Dark Energy Survey Science Verification data journal, October 2016

Cross-correlation of gravitational lensing from DES Science Verification data with SPT and Planck lensing journal, March 2016

A Measurement of the Galaxy Group-Thermal Sunyaev-Zel’dovich Effect Cross-Correlation Function journal, January 2017

A 2500 deg 2 CMB Lensing Map from Combined South Pole Telescope and Planck Data journal, November 2017

A Measurement of Secondary Cosmic Microwave Background Anisotropies from the 2500 Square-Degree Spt-Sz Survey journal, January 2015

ChainConsumer journal, August 2016

Constraining multiplicative bias in CFHTLenS weak lensing shear data journal, May 2016

Cross-correlation between cosmic microwave background lensing and galaxy intrinsic alignment as a contaminant to gravitational lensing cross-correlated probes of the Universe journal, March 2014

CosmoSIS: Modular cosmological parameter estimation journal, September 2015

Mitigating foreground biases in CMB lensing reconstruction using cleaned gradients journal, July 2018

Weak gravitational lensing journal, January 2001

Cosmology with the Sunyaev-Zel’dovich Effect journal, September 2002

Integrated approach to cosmology: Combining CMB, large-scale structure, and weak lensing journal, October 2016

Bias to CMB lensing reconstruction from temperature anisotropies due to large-scale galaxy motions journal, January 2018

KiDS-450: cosmological parameter constraints from tomographic weak gravitational lensing journal, November 2016

Massive neutrinos and the non-linear matter power spectrum: The matter power with neutrinos journal, January 2012

Dark Energy Survey Year 1 Results: redshift distributions of the weak-lensing source galaxies journal, April 2018

Ensemble samplers with affine invariance
journal, January 2010

First measurement of the cross-correlation of CMB lensing and galaxy lensing
journal, March 2015

On estimating cosmology-dependent covariance matrices
journal, November 2013

KiDS-450: tomographic cross-correlation of galaxy shear with Planck lensing
journal, July 2017

The Structure of Cold Dark Matter Halos
journal, May 1996

CMB lensing tomography with the DES Science Verification galaxies
journal, January 2016

Mass Reconstruction with Cosmic Microwave Background Polarization
journal, August 2002

Dark Energy Survey Year 1 results: Cosmological constraints from cosmic shear
journal, August 2018

CFHTLenS and RCSLenS cross-correlation with Planck lensing detected in fourier and configuration space
journal, April 2016

Scale-dependent galaxy bias in the Sloan Digital Sky Survey as a function of luminosity and colour
journal, January 2009

Cmb Lensing Power Spectrum Biases from Galaxies and Clusters Using High-Angular Resolution Temperature maps
journal, April 2014

Efficient Computation of Cosmic Microwave Background Anisotropies in Closed Friedmann‐Robertson‐Walker Models
journal, August 2000

Dark Energy Survey year 1 results: Cosmological constraints from galaxy clustering and weak lensing
journal, August 2018

Planck early results. I. The Planck mission
journal, December 2011

On the Cluster Physics of Sunyaev-Zel'Dovich and X-Ray Surveys. ii. Deconstructing the Thermal sz Power Spectrum
journal, September 2012

Practical Weak-lensing Shear Measurement with Metacalibration
journal, May 2017

Planck pre-launch status: The Planck mission
journal, September 2010

redMaPPer. I. ALGORITHM AND SDSS DR8 CATALOG
journal, April 2014

Correlations of cosmic tidal fields
journal, May 2001

Revising the Halofit Model for the Nonlinear Matter Power Spectrum
journal, December 2012

Intrinsic alignments in the cross-correlation of cosmic shear and cosmic microwave background weak lensing
journal, July 2014

Power spectrum super-sample covariance
journal, June 2013

Using Cosmic Microwave Background Lensing to Constrain the Multiplicative bias of Cosmic Shear
journal, October 2012

Joint galaxy-lensing observables and the dark energy
journal, August 2004

`emcee` : The MCMC Hammer
journal, March 2013

Dark Energy Survey Year 1 Results: The Photometric Data Set for Cosmology
journal, April 2018

Dark Energy Survey Year 1 results: weak lensing shape catalogues
journal, August 2018

Dark energy constraints from cosmic shear power spectra: impact of intrinsic alignments on photometric redshift requirements
journal, December 2007

cosmolike – cosmological likelihood analyses for photometric galaxy surveys
journal, May 2017

Planck 2015 results : XXIV. Cosmology from Sunyaev-Zeldovich cluster counts
journal, September 2016

MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics
journal, October 2009

The 10 Meter South Pole Telescope
journal, May 2011

Looking through the same lens: Shear calibration for LSST, Euclid, and WFIRST with stage 4 CMB lensing
journal, June 2017

Joint measurement of lensing–galaxy correlations using SPT and DES SV data
journal, July 2016

THE COSMOS2015 CATALOG: EXPLORING THE 1 < z < 6 UNIVERSE WITH HALF A MILLION GALAXIES
journal, June 2016

KiDS-450 + 2dFLenS: Cosmological parameter constraints from weak gravitational lensing tomography and overlapping redshift-space galaxy clustering
journal, October 2017

The Scale Dependence of Relative Galaxy Bias: Encouragement for the “Halo Model” Description
journal, July 2006

Evidence for quadratic tidal tensor bias from the halo bispectrum
journal, October 2012

FAST-PT: a novel algorithm to calculate convolution integrals in cosmological perturbation theory
journal, September 2016

Extended Limber approximation
journal, December 2008

Dark Energy Survey Year 1 results: cross-correlation redshifts – methods and systematics characterization
journal, February 2018

Planck 2015 results : XXVII. The second
journal, September 2016

Planck 2015 results : XXII. A map of the thermal Sunyaev-Zeldovich effect
journal, September 2016

The Luminosity and Color Dependence of the Galaxy Correlation Function
journal, September 2005

The universal galaxy cluster pressure profile from a representative sample of nearby systems (REXCESS) and the Y _SZ – M ₅₀₀ relation
journal, July 2010

Dependence of cosmic shear covariances on cosmology: Impact on parameter estimation
journal, June 2009

Weak-lensing mass calibration of redMaPPer galaxy clusters in Dark Energy Survey Science Verification data
journal, May 2017

A Measurement of the Cosmic Microwave Background Damping tail from the 2500-Square-Degree Spt-Sz Survey
journal, November 2013

Planck 2015 results : XV. Gravitational lensing
journal, September 2016

The Redmapper Galaxy Cluster Catalog from des Science Verification data
journal, May 2016

CMB power spectrum parameter degeneracies in the era of precision cosmology
journal, April 2012

CFHTLenS revisited: assessing concordance with Planck including astrophysical systematics
journal, October 2016

Cosmology from cosmic shear with Dark Energy Survey Science Verification data
journal, July 2016

im3shape: a maximum likelihood galaxy shear measurement code for cosmic gravitational lensing
journal, July 2013

Stable clustering, the halo model and non-linear cosmological power spectra
journal, June 2003

Galaxy Clusters Discovered via the Sunyaev-Zel'Dovich Effect in the 2500-Square-Degree Spt-Sz Survey
journal, January 2015

The physics driving the cosmic star formation history
journal, March 2010

Spin‐induced Galaxy Alignments and Their Implications for Weak‐Lensing Measurements
journal, October 2001

KiDS+GAMA: cosmology constraints from a joint analysis of cosmic shear, galaxy–galaxy lensing, and angular clustering
journal, March 2018

Clustering of dark matter tracers: generalizing bias for the coming era of precision LSS
journal, August 2009

Cosmology from large-scale galaxy clustering and galaxy–galaxy lensing with Dark Energy Survey Science Verification data
journal, October 2016

Cross-correlation of gravitational lensing from DES Science Verification data with SPT and Planck lensing
journal, March 2016

A Measurement of the Galaxy Group-Thermal Sunyaev-Zel’dovich Effect Cross-Correlation Function
journal, January 2017

A 2500 deg ² CMB Lensing Map from Combined South Pole Telescope and Planck Data
journal, November 2017

A Measurement of Secondary Cosmic Microwave Background Anisotropies from the 2500 Square-Degree Spt-Sz Survey
journal, January 2015

ChainConsumer
journal, August 2016

Constraining multiplicative bias in CFHTLenS weak lensing shear data
journal, May 2016

Cross-correlation between cosmic microwave background lensing and galaxy intrinsic alignment as a contaminant to gravitational lensing cross-correlated probes of the Universe
journal, March 2014

CosmoSIS: Modular cosmological parameter estimation
journal, September 2015

Mitigating foreground biases in CMB lensing reconstruction using cleaned gradients
journal, July 2018

Weak gravitational lensing
journal, January 2001

Cosmology with the Sunyaev-Zel’dovich Effect
journal, September 2002

Integrated approach to cosmology: Combining CMB, large-scale structure, and weak lensing
journal, October 2016

Bias to CMB lensing reconstruction from temperature anisotropies due to large-scale galaxy motions
journal, January 2018

KiDS-450: cosmological parameter constraints from tomographic weak gravitational lensing
journal, November 2016

Massive neutrinos and the non-linear matter power spectrum: The matter power with neutrinos
journal, January 2012

Dark Energy Survey Year 1 Results: redshift distributions of the weak-lensing source galaxies
journal, April 2018

Dark Energy Survey year 1 results: Galaxy clustering for combined probes
journal, August 2018

Intrinsic alignment-lensing interference as a contaminant of cosmic shear
journal, September 2004

Planck intermediate results : XLVIII. Disentangling Galactic dust emission and cosmic infrared background anisotropies
journal, December 2016