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A fast estimator for quantifying the shape dependence of the 3D bispectrum

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arxiv 2107.14564 v2 pith:ZYTJTC6C submitted 2021-07-30 astro-ph.CO astro-ph.IM

classification astro-ph.COastro-ph.IM
keywords bispectrumdependenceestimatorshapespaceacrossagreementallows
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abstract

The dependence of the bispectrum on the size and shape of the triangle contains a wealth of cosmological information. Here we consider a triangle parameterization which allows us to separate the size and shape dependence. We have implemented an FFT based fast estimator for the three dimensional (3D) bin averaged bispectrum, and we demonstrate that it allows us to study the variation of the bispectrum across triangles of all possible shapes (and also sizes). The computational requirement is shown to scale as $\sim N_{\rm g}^3~\log{N_{\rm g}^3}$ where $N_g$ is the number of grid points along each side of the volume. We have validated the estimator using a non-Gaussian field for which the bispectrum can be analytically calculated. The estimated bispectrum values are found to be in good agreement ($< 10 \%$ deviation) with the analytical predictions across much of the triangle-shape parameter space. We also introduce linear redshift space distortion, a situation where also the bispectrum can be analytically calculated. Here the estimated bispectrum is found to be in close agreement with the analytical prediction for the monopole of the redshift space bispectrum.

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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. A Visibility-based 21 cm Bispectrum Estimator for Radio-interferometric Data

    astro-ph.CO 2025-06 conditional novelty 6.0 of 10

    A gridded-visibility, FFT-accelerated estimator for the binned 21 cm multi-frequency angular bispectrum and 3D bispectrum is presented and validated against simulations with an input bispectrum model.

  2. Modeling the HI-Halo Connection: Evolution, Scatter, and a Halo-based Prescription for 21-cm Mock Catalogs

    astro-ph.CO 2026-07 accept novelty 5.0 of 10

    A prescription fitted to GAEA2023 reproduces the median HI-halo mass relation and its scatter using halo spin and concentration, enabling realistic 21-cm mock catalogs.

  3. Machine Learning and the SKA for Cosmic Dawn and the Epoch of Reionization

    astro-ph.IM 2026-07 accept novelty 2.5 of 10

    A multi-author overview of machine-learning algorithms proposed for instrument modelling, data analysis, simulation and inference in SKA Cosmic Dawn and Epoch of Reionization science.

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