Estimating Omega from Galaxy Redshifts: Linear Flow Distortions and Nonlinear Clustering
arXiv:astro-ph/9701177 · doi:10.1086/303552
Abstract
We propose a method to determine the cosmic mass density Omega from redshift-space distortions induced by large-scale flows in the presence of nonlinear clustering. Nonlinear structures in redshift space such as fingers of God can contaminate distortions from linear flows on scales as large as several times the small-scale pairwise velocity dispersion sigma_v. Following Peacock & Dodds (1994), we work in the Fourier domain and propose a model to describe the anisotropy in the redshift-space power spectrum; tests with high-resolution numerical data demonstrate that the model is robust for both mass and biased galaxy halos on translinear scales and above. On the basis of this model, we propose an estimator of the linear growth parameter beta = Omega^0.6/b, where b measures bias, derived from sampling functions which are tuned to eliminate distortions from nonlinear clustering. The measure is tested on the numerical data and found to recover the true value of beta to within ~10%. An analysis of the IRAS 1.2Jy galaxies yields beta = 0.8+0.4/-0.3 at a scale of 1,000 km/s which is close to optimal given the shot noise and the finite survey volume. This measurement is consistent with dynamical estimates of beta derived from both real-space and redshift-space information. The importance of the method presented here is that nonlinear clustering effects are removed to enable linear correlation anisotropy measurements on scales approaching the translinear regime. We discuss implications for analyses of forthcoming optical redshift surveys in which the dispersion is more than a factor of two greater than in the IRAS data.
9 pages, Latex, with 3 composite figures (6 Postscript files). To appear in the Astrophysical Journal
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- HI Fluctuations at Large Redshifts: III - Simulating the Signal Expected at GMRT
- Biased Galaxy Formation And Measurements Of Beta
- Multiple-streaming and the Probability Distribution of Density in Redshift Space
- Nonlinear redshift distortions: The two-point correlation function
- Scaling properties of the redshift power spectrum: theoretical models
- Modeling non-linear effects in the redshift space two-point correlation function and its implications for the pairwise velocity dispersion
- Redshift distortions in one-dimensional power spectra
- An Inversion Method for Measuring Beta in Large Redshift Surveys
- Bayesian analysis of spatially distorted cosmic signals from Poissonian data