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Title: On the statistics of biased tracers in the Effective Field Theory of Large Scale Structures

Abstract

With the completion of the Planck mission, in order to continue to gather cosmological information it has become crucial to understand the Large Scale Structures (LSS) of the universe to percent accuracy. The Effective Field Theory of LSS (EFTofLSS) is a novel theoretical framework that aims to develop an analytic understanding of LSS at long distances, where inhomogeneities are small. We further develop the description of biased tracers in the EFTofLSS to account for the effect of baryonic physics and primordial non-Gaussianities, finding that new bias coefficients are required. Then, restricting to dark matter with Gaussian initial conditions, we describe the prediction of the EFTofLSS for the one-loop halo-halo and halo-matter two-point functions, and for the tree-level halo-halo-halo, matter-halo-halo and matter-matter-halo three-point functions. Several new bias coefficients are needed in the EFTofLSS, even though their contribution at a given order can be degenerate and the same parameters contribute to multiple observables. We develop a method to reduce the number of biases to an irreducible basis, and find that, at the order at which we work, seven bias parameters are enough to describe this extremely rich set of statistics. We then compare with the output of an N-body simulation where themore » normalization parameter of the linear power spectrum is set to σ8 = 0.9. For the lowest mass bin, we find percent level agreement up to k ≃ 0.3 h Mpc–1 for the one-loop two-point functions, and up to k ≃ 0.15 h Mpc–1 for the tree-level three-point functions, with the k-reach decreasing with higher mass bins. In conclusion, this is consistent with the theoretical estimates, and suggests that the cosmological information in LSS amenable to analytical control is much more than previously believed.« less

Authors:
 [1];  [2];  [2];  [2]
  1. Centro de Estudios de Fisica del Cosmos de Aragon, Teruel (Spain)
  2. Stanford Univ., Stanford, CA (United States); SLAC National Accelerator Lab., Menlo Park, CA (United States)
Publication Date:
Research Org.:
SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC)
OSTI Identifier:
1263405
Report Number(s):
SLAC-PUB-16633
Journal ID: ISSN 1475-7516; arXiv:1503.08826
Grant/Contract Number:  
AC02-76SF00515
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Cosmology and Astroparticle Physics
Additional Journal Information:
Journal Volume: 2015; Journal Issue: 09; Journal ID: ISSN 1475-7516
Publisher:
Institute of Physics (IOP)
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; astrophysics; gravitation and cosmology; phenomenology-HEP; theory-HEP; ASTRO; galaxy clustering; power spectrum; cosmological perturbation theory

Citation Formats

Angulo, Raul, Fasiello, Matteo, Senatore, Leonardo, and Vlah, Zvonimir. On the statistics of biased tracers in the Effective Field Theory of Large Scale Structures. United States: N. p., 2015. Web. doi:10.1088/1475-7516/2015/09/029.
Angulo, Raul, Fasiello, Matteo, Senatore, Leonardo, & Vlah, Zvonimir. On the statistics of biased tracers in the Effective Field Theory of Large Scale Structures. United States. https://doi.org/10.1088/1475-7516/2015/09/029
Angulo, Raul, Fasiello, Matteo, Senatore, Leonardo, and Vlah, Zvonimir. Wed . "On the statistics of biased tracers in the Effective Field Theory of Large Scale Structures". United States. https://doi.org/10.1088/1475-7516/2015/09/029. https://www.osti.gov/servlets/purl/1263405.
@article{osti_1263405,
title = {On the statistics of biased tracers in the Effective Field Theory of Large Scale Structures},
author = {Angulo, Raul and Fasiello, Matteo and Senatore, Leonardo and Vlah, Zvonimir},
abstractNote = {With the completion of the Planck mission, in order to continue to gather cosmological information it has become crucial to understand the Large Scale Structures (LSS) of the universe to percent accuracy. The Effective Field Theory of LSS (EFTofLSS) is a novel theoretical framework that aims to develop an analytic understanding of LSS at long distances, where inhomogeneities are small. We further develop the description of biased tracers in the EFTofLSS to account for the effect of baryonic physics and primordial non-Gaussianities, finding that new bias coefficients are required. Then, restricting to dark matter with Gaussian initial conditions, we describe the prediction of the EFTofLSS for the one-loop halo-halo and halo-matter two-point functions, and for the tree-level halo-halo-halo, matter-halo-halo and matter-matter-halo three-point functions. Several new bias coefficients are needed in the EFTofLSS, even though their contribution at a given order can be degenerate and the same parameters contribute to multiple observables. We develop a method to reduce the number of biases to an irreducible basis, and find that, at the order at which we work, seven bias parameters are enough to describe this extremely rich set of statistics. We then compare with the output of an N-body simulation where the normalization parameter of the linear power spectrum is set to σ8 = 0.9. For the lowest mass bin, we find percent level agreement up to k ≃ 0.3 h Mpc–1 for the one-loop two-point functions, and up to k ≃ 0.15 h Mpc–1 for the tree-level three-point functions, with the k-reach decreasing with higher mass bins. In conclusion, this is consistent with the theoretical estimates, and suggests that the cosmological information in LSS amenable to analytical control is much more than previously believed.},
doi = {10.1088/1475-7516/2015/09/029},
journal = {Journal of Cosmology and Astroparticle Physics},
number = 09,
volume = 2015,
place = {United States},
year = {Wed Sep 09 00:00:00 EDT 2015},
month = {Wed Sep 09 00:00:00 EDT 2015}
}

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Works referenced in this record:

How to suppress the shot noise in galaxy surveys
text, January 2009


Evidence for Quadratic Tidal Tensor Bias from the Halo Bispectrum
text, January 2012


On the Renormalization of the Effective Field Theory of Large Scale Structures
text, January 2013


Works referencing / citing this record:

Bias in the effective field theory of large scale structures
journal, November 2015


Effective theory of large-scale structure with primordial non-Gaussianity
journal, November 2015

  • Assassi, Valentin; Baumann, Daniel; Pajer, Enrico
  • Journal of Cosmology and Astroparticle Physics, Vol. 2015, Issue 11
  • DOI: 10.1088/1475-7516/2015/11/024

Galaxy bias and primordial non-Gaussianity
journal, December 2015

  • Assassi, Valentin; Baumann, Daniel; Schmidt, Fabian
  • Journal of Cosmology and Astroparticle Physics, Vol. 2015, Issue 12
  • DOI: 10.1088/1475-7516/2015/12/043

Precision comparison of the power spectrum in the EFTofLSS with simulations
journal, May 2016

  • Foreman, Simon; Perrier, Hideki; Senatore, Leonardo
  • Journal of Cosmology and Astroparticle Physics, Vol. 2016, Issue 05
  • DOI: 10.1088/1475-7516/2016/05/027

The Gaussian streaming model and convolution Lagrangian effective field theory
journal, December 2016

  • Vlah, Zvonimir; Castorina, Emanuele; White, Martin
  • Journal of Cosmology and Astroparticle Physics, Vol. 2016, Issue 12
  • DOI: 10.1088/1475-7516/2016/12/007

Efficient exploration of cosmology dependence in the EFT of LSS
journal, April 2017

  • Cataneo, Matteo; Foreman, Simon; Senatore, Leonardo
  • Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 04
  • DOI: 10.1088/1475-7516/2017/04/026

Modeling CMB lensing cross correlations with CLEFT
journal, August 2017

  • Modi, Chirag; White, Martin; Vlah, Zvonimir
  • Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 08
  • DOI: 10.1088/1475-7516/2017/08/009

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journal, April 2018

  • Cusin, Giulia; Lewandowski, Matthew; Vernizzi, Filippo
  • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 04
  • DOI: 10.1088/1475-7516/2018/04/005

Infrared resummation for biased tracers in redshift space
journal, July 2018


The Dark Energy Survey: more than dark energy – an overview
journal, March 2016

  • Abbott, T.; Abdalla, F. B.; Aleksic, J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 460, Issue 2, p. 1270-1299
  • DOI: 10.1093/mnras/stw641

cosmolike – cosmological likelihood analyses for photometric galaxy surveys
journal, May 2017

  • Krause, Elisabeth; Eifler, Tim
  • Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 2
  • DOI: 10.1093/mnras/stx1261

Cosmological information in the redshift-space bispectrum
journal, November 2018

  • Yankelevich, Victoria; Porciani, Cristiano
  • Monthly Notices of the Royal Astronomical Society, Vol. 483, Issue 2
  • DOI: 10.1093/mnras/sty3143

The Hunt for Primordial Interactions in the Large-Scale Structures of the Universe
journal, August 2019


Dark Energy and Modified Gravity in the Effective Field Theory of Large-Scale Structure
text, January 2017


Efficient exploration of cosmology dependence in the EFT of LSS
journal, April 2017

  • Cataneo, Matteo; Foreman, Simon; Senatore, Leonardo
  • Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 04
  • DOI: 10.1088/1475-7516/2017/04/026

Modeling CMB lensing cross correlations with CLEFT
journal, August 2017

  • Modi, Chirag; White, Martin; Vlah, Zvonimir
  • Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 08
  • DOI: 10.1088/1475-7516/2017/08/009

On the bispectra of very massive tracers in the Effective Field Theory of Large-Scale Structure
journal, February 2018

  • Nadler, Ethan O.; Perko, Ashley; Senatore, Leonardo
  • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 02
  • DOI: 10.1088/1475-7516/2018/02/058

Time evolution of intrinsic alignments of galaxies
journal, July 2018

  • Schmitz, D. M.; Hirata, C. M.; Blazek, J.
  • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 07
  • DOI: 10.1088/1475-7516/2018/07/030

Beyond LIMD bias: a measurement of the complete set of third-order halo bias parameters
journal, September 2018


Galaxy skew-spectra in redshift-space
journal, March 2021

  • Schmittfull, Marcel; Dizgah, Azadeh Moradinezhad
  • Journal of Cosmology and Astroparticle Physics, Vol. 2021, Issue 03
  • DOI: 10.1088/1475-7516/2021/03/020

Redshift-space distortions in Lagrangian perturbation theory
journal, March 2021

  • Chen, Shi-Fan; Vlah, Zvonimir; Castorina, Emanuele
  • Journal of Cosmology and Astroparticle Physics, Vol. 2021, Issue 03
  • DOI: 10.1088/1475-7516/2021/03/100

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journal, May 2021

  • Chen, Shi-Fan; Vlah, Zvonimir; White, Martin
  • Journal of Cosmology and Astroparticle Physics, Vol. 2021, Issue 05
  • DOI: 10.1088/1475-7516/2021/05/053

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text, January 2016


Non-Gaussian Enhancements of Galactic Halo Correlations in Quasi-Single Field Inflation
text, January 2017


Evolution of dark matter velocity dispersion
text, January 2018


Cosmological Angular Trispectra and Non-Gaussian Covariance
text, January 2020


Baryonic effects in the Effective Field Theory of Large-Scale Structure and an analytic recipe for lensing in CMB-S4
text, January 2020


Primordial Non-Gaussianity from Biased Tracers: Likelihood Analysis of Real-Space Power Spectrum and Bispectrum
text, January 2020