We present a framework for self-consistent cosmological analyses of the full-shape anisotropic bispectrum, including the quadrupole (t degrees = 2) and hexadecapole (t degrees = 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 ?CDM model, with a BBN prior on the baryon density and a Planck prior on ns, we can extract the remaining cosmological parameters directly from the clustering data. The inclusion of the unwindowed higher-order (t degrees > 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 approximate to 5 sigma. Combining information from the power spectrum and bispectrum multipoles, the real space power spectrum, and the postreconstructed BAO data, we find H0 = 68.2 +/- 0.8 km s-1 Mpc-1, omega m = 0.33 +/- 0.01 and sigma 8 = 0.736 +/- 0.033 (the tightest yet found in perturbative full-shape analyses). Our estimate of the growth parameter S8 = 0.77 +/- 0.04 agrees with both weak lensing and CMB results. The estimators and data used in this work have been made publicly available.
Cosmology with the galaxy bispectrum multipoles: Optimal estimation and application to BOSS data / Ivanov, Mikhail M.; Philcox, Oliver H. E.; Cabass, Giovanni; Nishimichi, Takahiro; Simonovic, Marko; Zaldarriaga, Matias. - In: PHYSICAL REVIEW D. - ISSN 2470-0010. - STAMPA. - 107:(2023), pp. 083515.1-083515.28. [10.1103/physrevd.107.083515]
Cosmology with the galaxy bispectrum multipoles: Optimal estimation and application to BOSS data
Simonovic, Marko;
2023
Abstract
We present a framework for self-consistent cosmological analyses of the full-shape anisotropic bispectrum, including the quadrupole (t degrees = 2) and hexadecapole (t degrees = 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 ?CDM model, with a BBN prior on the baryon density and a Planck prior on ns, we can extract the remaining cosmological parameters directly from the clustering data. The inclusion of the unwindowed higher-order (t degrees > 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 approximate to 5 sigma. Combining information from the power spectrum and bispectrum multipoles, the real space power spectrum, and the postreconstructed BAO data, we find H0 = 68.2 +/- 0.8 km s-1 Mpc-1, omega m = 0.33 +/- 0.01 and sigma 8 = 0.736 +/- 0.033 (the tightest yet found in perturbative full-shape analyses). Our estimate of the growth parameter S8 = 0.77 +/- 0.04 agrees with both weak lensing and CMB results. The estimators and data used in this work have been made publicly available.File | Dimensione | Formato | |
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