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2020PASP..132f4503C - Publ. Astron. Soc. Pac., 132, part no 6, 4503-64503 (2020/June-0)

Estimating statistical uncertainties of internal kinematics of galaxies and star clusters derived using full spectrum fitting.

CHILINGARIAN I.V. and GRISHIN K.A.

Abstract (from CDS):

Pixel-space full spectrum fitting exploiting nonlinear χ2 minimization became a de facto standard way of deriving internal kinematics from absorption line spectra of galaxies and star clusters. However, reliable estimation of uncertainties for kinematic parameters remains a challenge and is usually addressed by running computationally expensive Monte-Carlo simulations. Here we derive simple formulae for the radial velocity and velocity dispersion uncertainties based solely on the shape of a template spectrum used in the fitting procedure and signal-to-noise information. Comparison with Monte-Carlo simulations provides agreement within a few per cent for different templates, signal-to-noise ratios and input velocity dispersions between 0.5 and 10 times the instrumental spectral resolution. For moderate template mismatch our technique returns uncertainties consistent within 20%-30% with those reported by Monte-Carlo simulations. We provide IDL and PYTHON implementations of our approach. The main applications are: (i) exposure time calculators; (ii) design of observational programs and estimates on expected uncertainties for spectral surveys of galaxies and star clusters; (iii) a cheap and accurate substitute for Monte-Carlo simulations when running them for large samples of thousands of spectra is unfeasible.

Abstract Copyright: © 2020. The Astronomical Society of the Pacific. All rights reserved.

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