Cargando…
Cosmology with the Galaxy Bispectrum Multipoles: Optimal Estimation and Application to BOSS Data
We present a framework for self-consistent cosmological analyses of the full-shape anisotropic bispectrum, including the quadrupole (<math display="inline"><mrow><mo>ℓ</mo><mo>=</mo><mn>2</mn></mrow></math>) and hexadecapole (<...
Autores principales: | , , , , , |
---|---|
Lenguaje: | eng |
Publicado: |
2023
|
Materias: | |
Acceso en línea: | https://dx.doi.org/10.1103/PhysRevD.107.083515 http://cds.cern.ch/record/2848671 |
_version_ | 1780976855008935936 |
---|---|
author | Ivanov, Mikhail M. Philcox, Oliver H.E. Cabass, Giovanni Nishimichi, Takahiro Simonović, Marko Zaldarriaga, Matias |
author_facet | Ivanov, Mikhail M. Philcox, Oliver H.E. Cabass, Giovanni Nishimichi, Takahiro Simonović, Marko Zaldarriaga, Matias |
author_sort | Ivanov, Mikhail M. |
collection | CERN |
description | We present a framework for self-consistent cosmological analyses of the full-shape anisotropic bispectrum, including the quadrupole (<math display="inline"><mrow><mo>ℓ</mo><mo>=</mo><mn>2</mn></mrow></math>) and hexadecapole (<math display="inline"><mrow><mo>ℓ</mo><mo>=</mo><mn>4</mn></mrow></math>) moments. This features a novel window-free algorithm for extracting the latter quantities from data, derived using a maximum-likelihood prescription. Furthermore, we introduce a theoretical model for the bispectrum multipoles (which does not introduce new free parameters), and test both aspects of the pipeline on several high-fidelity mocks, including the PT Challenge suite of gigantic cumulative volume. This establishes that the systematic error is significantly below the statistical threshold, both for the measurement and modeling. As a realistic example, we extract the large-scale bispectrum multipoles from BOSS DR12 and analyze them in combination with the power spectrum data. Assuming a minimal <math display="inline"><mi mathvariant="normal">Λ</mi><mi>CDM</mi></math> model, with a BBN prior on the baryon density and a Planck prior on <math display="inline"><msub><mi>n</mi><mi>s</mi></msub></math>, we can extract the remaining cosmological parameters directly from the clustering data. The inclusion of the unwindowed higher-order (<math display="inline"><mrow><mo>ℓ</mo><mo>></mo><mn>0</mn></mrow></math>) large-scale bispectrum multipoles is found to moderately improve one-dimensional cosmological parameter posteriors (at the 5%–10% level), though these multipoles are detected only in three out of four BOSS data segments at <math display="inline"><mo>≈</mo><mn>5</mn><mi>σ</mi></math>. Combining information from the power spectrum and bispectrum multipoles, the real space power spectrum, and the postreconstructed BAO data, we find <math display="inline"><mrow><msub><mrow><mi>H</mi></mrow><mrow><mn>0</mn></mrow></msub><mo>=</mo><mn>68.2</mn><mo>±</mo><mn>0.8</mn><mtext> </mtext><mtext> </mtext><mi>km</mi><mtext> </mtext><msup><mrow><mi mathvariant="normal">s</mi></mrow><mrow><mo>-</mo><mn>1</mn></mrow></msup><mtext> </mtext><msup><mrow><mi>Mpc</mi></mrow><mrow><mo>-</mo><mn>1</mn></mrow></msup></mrow></math>, <math display="inline"><msub><mi mathvariant="normal">Ω</mi><mi>m</mi></msub><mo>=</mo><mn>0.33</mn><mo>±</mo><mn>0.01</mn></math> and <math display="inline"><msub><mi>σ</mi><mn>8</mn></msub><mo>=</mo><mn>0.736</mn><mo>±</mo><mn>0.033</mn></math> (the tightest yet found in perturbative full-shape analyses). Our estimate of the growth parameter <math display="inline"><msub><mi>S</mi><mn>8</mn></msub><mo>=</mo><mn>0.77</mn><mo>±</mo><mn>0.04</mn></math> agrees with both weak lensing and CMB results. The estimators and data used in this work have been made publicly available. |
id | cern-2848671 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2023 |
record_format | invenio |
spelling | cern-28486712023-07-28T04:34:45Zdoi:10.1103/PhysRevD.107.083515http://cds.cern.ch/record/2848671engIvanov, Mikhail M.Philcox, Oliver H.E.Cabass, GiovanniNishimichi, TakahiroSimonović, MarkoZaldarriaga, MatiasCosmology with the Galaxy Bispectrum Multipoles: Optimal Estimation and Application to BOSS Datahep-phParticle Physics - Phenomenologyastro-ph.COAstrophysics and AstronomyWe present a framework for self-consistent cosmological analyses of the full-shape anisotropic bispectrum, including the quadrupole (<math display="inline"><mrow><mo>ℓ</mo><mo>=</mo><mn>2</mn></mrow></math>) and hexadecapole (<math display="inline"><mrow><mo>ℓ</mo><mo>=</mo><mn>4</mn></mrow></math>) moments. This features a novel window-free algorithm for extracting the latter quantities from data, derived using a maximum-likelihood prescription. Furthermore, we introduce a theoretical model for the bispectrum multipoles (which does not introduce new free parameters), and test both aspects of the pipeline on several high-fidelity mocks, including the PT Challenge suite of gigantic cumulative volume. This establishes that the systematic error is significantly below the statistical threshold, both for the measurement and modeling. As a realistic example, we extract the large-scale bispectrum multipoles from BOSS DR12 and analyze them in combination with the power spectrum data. Assuming a minimal <math display="inline"><mi mathvariant="normal">Λ</mi><mi>CDM</mi></math> model, with a BBN prior on the baryon density and a Planck prior on <math display="inline"><msub><mi>n</mi><mi>s</mi></msub></math>, we can extract the remaining cosmological parameters directly from the clustering data. The inclusion of the unwindowed higher-order (<math display="inline"><mrow><mo>ℓ</mo><mo>></mo><mn>0</mn></mrow></math>) large-scale bispectrum multipoles is found to moderately improve one-dimensional cosmological parameter posteriors (at the 5%–10% level), though these multipoles are detected only in three out of four BOSS data segments at <math display="inline"><mo>≈</mo><mn>5</mn><mi>σ</mi></math>. Combining information from the power spectrum and bispectrum multipoles, the real space power spectrum, and the postreconstructed BAO data, we find <math display="inline"><mrow><msub><mrow><mi>H</mi></mrow><mrow><mn>0</mn></mrow></msub><mo>=</mo><mn>68.2</mn><mo>±</mo><mn>0.8</mn><mtext> </mtext><mtext> </mtext><mi>km</mi><mtext> </mtext><msup><mrow><mi mathvariant="normal">s</mi></mrow><mrow><mo>-</mo><mn>1</mn></mrow></msup><mtext> </mtext><msup><mrow><mi>Mpc</mi></mrow><mrow><mo>-</mo><mn>1</mn></mrow></msup></mrow></math>, <math display="inline"><msub><mi mathvariant="normal">Ω</mi><mi>m</mi></msub><mo>=</mo><mn>0.33</mn><mo>±</mo><mn>0.01</mn></math> and <math display="inline"><msub><mi>σ</mi><mn>8</mn></msub><mo>=</mo><mn>0.736</mn><mo>±</mo><mn>0.033</mn></math> (the tightest yet found in perturbative full-shape analyses). Our estimate of the growth parameter <math display="inline"><msub><mi>S</mi><mn>8</mn></msub><mo>=</mo><mn>0.77</mn><mo>±</mo><mn>0.04</mn></math> agrees with both weak lensing and CMB results. The estimators and data used in this work have been made publicly available.We present a framework for self-consistent cosmological analyses of the full-shape anisotropic bispectrum, including the quadrupole $(\ell=2)$ and hexadecapole $(\ell=4)$ moments. This features a novel window-free algorithm for extracting the latter quantities from data, derived using a maximum-likelihood prescription. Furthermore, we introduce a theoretical model for the bispectrum multipoles (which does not introduce new free parameters), and test both aspects of the pipeline on several high-fidelity mocks, including the PT Challenge suite of gigantic cumulative volume. This establishes that the systematic error is significantly below the statistical threshold, both for the measurement and modeling. As a realistic example, we extract the large-scale bispectrum multipoles from BOSS DR12 and analyze them in combination with the power spectrum data. Assuming a minimal $\Lambda$CDM model, with a BBN prior on the baryon density and a \textit{Planck} prior on $n_s$, we can extract the remaining cosmological parameters directly from the clustering data. The inclusion of the unwindowed higher-order $(\ell>0)$ large-scale bispectrum multipoles is found to moderately improve one-dimensional cosmological parameter posteriors (at the $5\%-10\%$ level), though these multipoles are detected only in three out of four BOSS data segments at $\approx 5\sigma$. Combining information from the power spectrum and bispectrum multipoles, the real space power spectrum, and the post-reconstructed BAO data, we find $H_0 = 68.2\pm 0.8~\mathrm{km}\,\mathrm{s}^{-1}\mathrm{Mpc}^{-1}$, $\Omega_m =0.33\pm 0.01$ and $\sigma_8 = 0.736\pm 0.033$ (the tightest yet found in perturbative full-shape analyses). Our estimate of the growth parameter $S_8=0.77\pm 0.04$ agrees with both weak lensing and CMB results.arXiv:2302.04414YITP-23-13CERN-TH-2023-022oai:cds.cern.ch:28486712023-02-08 |
spellingShingle | hep-ph Particle Physics - Phenomenology astro-ph.CO Astrophysics and Astronomy Ivanov, Mikhail M. Philcox, Oliver H.E. Cabass, Giovanni Nishimichi, Takahiro Simonović, Marko Zaldarriaga, Matias Cosmology with the Galaxy Bispectrum Multipoles: Optimal Estimation and Application to BOSS Data |
title | Cosmology with the Galaxy Bispectrum Multipoles: Optimal Estimation and Application to BOSS Data |
title_full | Cosmology with the Galaxy Bispectrum Multipoles: Optimal Estimation and Application to BOSS Data |
title_fullStr | Cosmology with the Galaxy Bispectrum Multipoles: Optimal Estimation and Application to BOSS Data |
title_full_unstemmed | Cosmology with the Galaxy Bispectrum Multipoles: Optimal Estimation and Application to BOSS Data |
title_short | Cosmology with the Galaxy Bispectrum Multipoles: Optimal Estimation and Application to BOSS Data |
title_sort | cosmology with the galaxy bispectrum multipoles: optimal estimation and application to boss data |
topic | hep-ph Particle Physics - Phenomenology astro-ph.CO Astrophysics and Astronomy |
url | https://dx.doi.org/10.1103/PhysRevD.107.083515 http://cds.cern.ch/record/2848671 |
work_keys_str_mv | AT ivanovmikhailm cosmologywiththegalaxybispectrummultipolesoptimalestimationandapplicationtobossdata AT philcoxoliverhe cosmologywiththegalaxybispectrummultipolesoptimalestimationandapplicationtobossdata AT cabassgiovanni cosmologywiththegalaxybispectrummultipolesoptimalestimationandapplicationtobossdata AT nishimichitakahiro cosmologywiththegalaxybispectrummultipolesoptimalestimationandapplicationtobossdata AT simonovicmarko cosmologywiththegalaxybispectrummultipolesoptimalestimationandapplicationtobossdata AT zaldarriagamatias cosmologywiththegalaxybispectrummultipolesoptimalestimationandapplicationtobossdata |