Litcius/Paper detail

The effective field theory of large-scale structure and multi-tracer

Thiago Mergulhão, Henrique Rubira, Rodrigo Voivodic, L. Raul Abramo

2022Journal of Cosmology and Astroparticle Physics26 citationsDOIOpen Access PDF

Abstract

Abstract We study the performance of the perturbative bias expansion when combined with the multi-tracer technique, and their impact on the extraction of cosmological parameters. We consider two populations of tracers of large-scale structure and perform a series of Markov chain Monte Carlo analysis for those two tracers separately. The constraints in ω cdm and h using multi-tracer are less biased and approximately 60% better than those obtained for a single tracer. The multi-tracer approach also provides stronger constraints on the bias expansion parameters, breaking degeneracies between them and with their error being typically half of the single-tracer case. Finally, we studied the impacts caused in parameter extraction when including a correlation between the stochastic field of distinct tracers. We also include a study with galaxies showing that multi-tracer still lead to substantial gains in the cosmological parameters.

Topics & Concepts

TRACERPhysicsStatistical physicsScale (ratio)Field (mathematics)Markov chainMonte Carlo methodGalaxySeries (stratigraphy)StatisticsAstrophysicsNuclear physicsQuantum mechanicsMathematicsBiologyPure mathematicsPaleontologyGalaxies: Formation, Evolution, PhenomenaMarkov Chains and Monte Carlo MethodsScientific Research and Discoveries