_version_ 1866908397228523520
author Novell-Masot, S.
Gil-Marín, H.
Verde, L.
Aguilar, J.
Ahlen, S.
Bailey, S.
BenZvi, S.
Bianchi, D.
Brooks, D.
Buckley-Geer, E.
Rosell, A. Carnero
Chaussidon, E.
Claybaugh, T.
Cole, S.
Cuceu, A.
Dawson, K. S.
de la Macorra, A.
Demina, R.
Dey, A.
Dey, B.
Doel, P.
Ferraro, S.
Font-Ribera, A.
Forero-Romero, J. E.
Gaztañaga, E.
Gontcho, S. Gontcho A
Gonzalez-Morales, A. X.
Gutierrez, G.
Herrera-Alcantar, H. K.
Honscheid, K.
Howlett, C.
Juneau, S.
Kehoe, R.
Kirkby, D.
Kisner, T.
Kremin, A.
Lamman, C.
Landriau, M.
Guillou, L. Le
Levi, M. E.
Magneville, C.
Manera, M.
Meisner, A.
Miquel, R.
Moustakas, J.
Muñoz-Gutiérrez, A.
Myers, A. D.
Nadathur, S.
Niz, G.
Noriega, H. E.
Percival, W. J.
Poppett, C.
Prada, F.
Pérez-Ràfols, I.
Ross, A. J.
Rossi, G.
Samushia, L.
Sanchez, E.
Schlegel, D.
Schubnell, M.
Seo, H.
Silber, J.
Sprayberry, D.
Tarlé, G.
Vargas-Magaña, M.
Weaver, B. A.
Zarrouk, P.
Zhou, R.
Zou, H.
author_facet Novell-Masot, S.
Gil-Marín, H.
Verde, L.
Aguilar, J.
Ahlen, S.
Bailey, S.
BenZvi, S.
Bianchi, D.
Brooks, D.
Buckley-Geer, E.
Rosell, A. Carnero
Chaussidon, E.
Claybaugh, T.
Cole, S.
Cuceu, A.
Dawson, K. S.
de la Macorra, A.
Demina, R.
Dey, A.
Dey, B.
Doel, P.
Ferraro, S.
Font-Ribera, A.
Forero-Romero, J. E.
Gaztañaga, E.
Gontcho, S. Gontcho A
Gonzalez-Morales, A. X.
Gutierrez, G.
Herrera-Alcantar, H. K.
Honscheid, K.
Howlett, C.
Juneau, S.
Kehoe, R.
Kirkby, D.
Kisner, T.
Kremin, A.
Lamman, C.
Landriau, M.
Guillou, L. Le
Levi, M. E.
Magneville, C.
Manera, M.
Meisner, A.
Miquel, R.
Moustakas, J.
Muñoz-Gutiérrez, A.
Myers, A. D.
Nadathur, S.
Niz, G.
Noriega, H. E.
Percival, W. J.
Poppett, C.
Prada, F.
Pérez-Ràfols, I.
Ross, A. J.
Rossi, G.
Samushia, L.
Sanchez, E.
Schlegel, D.
Schubnell, M.
Seo, H.
Silber, J.
Sprayberry, D.
Tarlé, G.
Vargas-Magaña, M.
Weaver, B. A.
Zarrouk, P.
Zhou, R.
Zou, H.
contents We present the first joint analysis of the power spectrum and bispectrum using the Data Release 1 (DR1) of the Dark Energy Spectroscopic Instrument (DESI), focusing on Luminous Red Galaxies (LRGs) and quasars (QSOs) across a redshift range of $0.4\leq z\leq2.1$. By combining the two- and three-point statistics, we are able to partially break the degeneracy between the logarithmic growth rate, $f(z)$, and the amplitude of dark matter fluctuations, $σ_\textrm{s8}(z)$, which cannot be measured separately in analyses that only involve the power spectrum. In comparison with the (fiducial) Planck $Λ$CDM cosmology we obtain $f/f^\textrm{fid}=\{0.888_{-0.089}^{+0.186},0.977_{-0.220}^{+0.182},1.030_{-0.085}^{+0.368}\}$, $σ_{s8}/σ^\textrm{fid}_\textrm{s8}=\{1.224_{-0.133}^{+0.091},1.071_{-0.163}^{+0.278},1.000_{-0.223}^{+0.088}\}$ respectively for the three LRG redshift bins, corresponding to a cumulative 10.1\% constraint on $f$, and of 8.4\% on $σ_\textrm{s8}$, including the systematic error budget. The cumulative constraints for the ShapeFit compressed parameters from our joint power spectrum-bispectrum analysis are respectively $σ_{α_\textrm{iso}}=0.9\%$ (9\% improvement with respect to our power spectrum-only analysis); $σ_{α_\textrm{AP}}=2.3\%$ (no improvement with respect to power spectrum-only analysis, which is expected given that the bispectrum monopole has no significant anisotropic signal); $σ_{fσ_\textrm{s8}}=5.1\%$ (9\% improvement); $σ_{m+n}=2.3\%$ (11\% improvement). These results are fully consistent with the main DESI power spectrum analysis, demonstrating the robustness of the DESI cosmological constraints, and compatible with Planck $Λ$CDM cosmology.
format Preprint
id arxiv_https___arxiv_org_abs_2503_09714
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Full-Shape analysis of the power spectrum and bispectrum of DESI DR1 LRG and QSO samples
Novell-Masot, S.
Gil-Marín, H.
Verde, L.
Aguilar, J.
Ahlen, S.
Bailey, S.
BenZvi, S.
Bianchi, D.
Brooks, D.
Buckley-Geer, E.
Rosell, A. Carnero
Chaussidon, E.
Claybaugh, T.
Cole, S.
Cuceu, A.
Dawson, K. S.
de la Macorra, A.
Demina, R.
Dey, A.
Dey, B.
Doel, P.
Ferraro, S.
Font-Ribera, A.
Forero-Romero, J. E.
Gaztañaga, E.
Gontcho, S. Gontcho A
Gonzalez-Morales, A. X.
Gutierrez, G.
Herrera-Alcantar, H. K.
Honscheid, K.
Howlett, C.
Juneau, S.
Kehoe, R.
Kirkby, D.
Kisner, T.
Kremin, A.
Lamman, C.
Landriau, M.
Guillou, L. Le
Levi, M. E.
Magneville, C.
Manera, M.
Meisner, A.
Miquel, R.
Moustakas, J.
Muñoz-Gutiérrez, A.
Myers, A. D.
Nadathur, S.
Niz, G.
Noriega, H. E.
Percival, W. J.
Poppett, C.
Prada, F.
Pérez-Ràfols, I.
Ross, A. J.
Rossi, G.
Samushia, L.
Sanchez, E.
Schlegel, D.
Schubnell, M.
Seo, H.
Silber, J.
Sprayberry, D.
Tarlé, G.
Vargas-Magaña, M.
Weaver, B. A.
Zarrouk, P.
Zhou, R.
Zou, H.
Cosmology and Nongalactic Astrophysics
We present the first joint analysis of the power spectrum and bispectrum using the Data Release 1 (DR1) of the Dark Energy Spectroscopic Instrument (DESI), focusing on Luminous Red Galaxies (LRGs) and quasars (QSOs) across a redshift range of $0.4\leq z\leq2.1$. By combining the two- and three-point statistics, we are able to partially break the degeneracy between the logarithmic growth rate, $f(z)$, and the amplitude of dark matter fluctuations, $σ_\textrm{s8}(z)$, which cannot be measured separately in analyses that only involve the power spectrum. In comparison with the (fiducial) Planck $Λ$CDM cosmology we obtain $f/f^\textrm{fid}=\{0.888_{-0.089}^{+0.186},0.977_{-0.220}^{+0.182},1.030_{-0.085}^{+0.368}\}$, $σ_{s8}/σ^\textrm{fid}_\textrm{s8}=\{1.224_{-0.133}^{+0.091},1.071_{-0.163}^{+0.278},1.000_{-0.223}^{+0.088}\}$ respectively for the three LRG redshift bins, corresponding to a cumulative 10.1\% constraint on $f$, and of 8.4\% on $σ_\textrm{s8}$, including the systematic error budget. The cumulative constraints for the ShapeFit compressed parameters from our joint power spectrum-bispectrum analysis are respectively $σ_{α_\textrm{iso}}=0.9\%$ (9\% improvement with respect to our power spectrum-only analysis); $σ_{α_\textrm{AP}}=2.3\%$ (no improvement with respect to power spectrum-only analysis, which is expected given that the bispectrum monopole has no significant anisotropic signal); $σ_{fσ_\textrm{s8}}=5.1\%$ (9\% improvement); $σ_{m+n}=2.3\%$ (11\% improvement). These results are fully consistent with the main DESI power spectrum analysis, demonstrating the robustness of the DESI cosmological constraints, and compatible with Planck $Λ$CDM cosmology.
title Full-Shape analysis of the power spectrum and bispectrum of DESI DR1 LRG and QSO samples
topic Cosmology and Nongalactic Astrophysics
url https://arxiv.org/abs/2503.09714