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Cosmological Information in Skew Spectra of Biased Tracers in Redshift Space

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arxiv 2210.12743 v1 pith:OMTVCWNW submitted 2022-10-23 astro-ph.CO gr-qc

classification astro-ph.COgr-qc
keywords skewspectrainformationmolinobispectrumcatalogsgalaxymonopole
verification ladder T0 review T1 audit T2 compute T3 formal
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abstract

Extracting the non-Gaussian information encoded in the higher-order clustering statistics of the large-scale structure is key to fully realizing the potential of upcoming galaxy surveys. We investigate the information content of the redshift-space {\it weighted skew spectra} of biased tracers as efficient estimators for 3-point clustering statistics. The skew spectra are constructed by correlating the observed galaxy field with an appropriately-weighted square of it. We perform numerical Fisher forecasts using two synthetic datasets; the halo catalogs from the Quijote N-body simulations and the galaxy catalogs from the Molino suite. The latter serves to understand the effect of marginalization over a more complex matter-tracer biasing relation. Compared to the power spectrum multipoles, we show that the skew spectra substantially improve the constraints on six parameters of the $\nu\Lambda$CDM model, $\{\Omega_m, \Omega_b, h, n_s, \sigma_8, M_\nu\}$. Imposing a small-scale cutoff of $k_{\rm max}=0.25 \, {\rm Mpc}^{-1}h$, the improvements from skew spectra alone range from 23% to 62% for the Quijote halos and from 32% to 71% for the Molino galaxies. Compared to the previous analysis of the bispectrum monopole on the same data and using the same range of scales, the skew spectra of Quijote halos provide competitive constraints. Conversely, the skew spectra outperform the bispectrum monopole for all cosmological parameters for the Molino catalogs. This may result from additional anisotropic information, particularly enhanced in the Molino sample, that is captured by the skew spectra but not by the bispectrum monopole. Our stability analysis of the numerical derivatives shows comparable convergence rates for the power spectrum and the skew spectra, indicating potential underestimation of parameter uncertainties by at most 30%.

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Cited by 3 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. The Compressed 3D Lyman-Alpha Forest Bispectrum

    astro-ph.CO 2025-10 conditional novelty 6.0 of 10

    The Lyman-alpha forest bispectrum can be compressed into 26 skew spectra, including a new shifted variant, with tree-level EFT predictions matching simulations at 1-2 sigma up to k≈0.17 h/Mpc.

  2. Cosmological constraints from the Minkowski functionals of the BOSS CMASS galaxy sample

    astro-ph.CO 2025-01 conditional novelty 6.0 of 10

    A simulation-based emulator of Minkowski functionals applied to BOSS CMASS galaxies yields cosmological constraints from both Gaussian and non-Gaussian information, tighter than the 2PCF alone.

  3. Mitigating Model Misspecification in Simulation-Based Inference for Galaxy Clustering

    astro-ph.CO 2025-07 conditional novelty 5.0 of 10

    A two-step method (coefficient pruning plus learned robust transformation) fixes model misspecification in the SimBIG wavelet-scattering analysis of BOSS galaxy clustering and produces tight Lambda-CDM constraints.

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