Cosmological Parameter Uncertainties from SALT-II Type Ia Supernova Light Curve Models
We use simulated type Ia supernova (SN Ia) samples, including both photometry and spectra, to perform the first direct validation of cosmology analysis using the SALT-II light curve model. This validation includes residuals from the light curve training process, systematic biases in SN Ia distance measurements, and a bias on the dark energy equation of state parameter w. Using the SN-analysis package SNANA, we simulate and analyze realistic samples corresponding to the data samples used in the SNLS3 analysis: ~120 low-redshift (z < 0.1) SNe Ia, ~255 Sloan Digital Sky Survey SNe Ia (z < 0.4), and ~290 SNLS SNe Ia (z ≤ 1). To probe systematic uncertainties in detail, we vary the input spectral model, the model of intrinsic scatter, and the smoothing (i.e., regularization) parameters used during the SALT-II model training. Using realistic intrinsic scatter models results in a slight bias in the ultraviolet portion of the trained SALT-II model, and w biases (w (input) – w (recovered)) ranging from –0.005 ± 0.012 to –0.024 ± 0.010. These biases are indistinguishable from each other within the uncertainty, the average bias on w is –0.014 ± 0.007.
- Pennsylvania U.
- LBL, Berkeley
- Chicago U., KICP
- Paris U., VI-VII
- Penn State U.
- Publication Date:
- OSTI Identifier:
- Report Number(s):
- FERMILAB-PUB-14-226-AE; arXiv:1401.4065
Journal ID: ISSN 1538-4357; 1277871
- DOE Contract Number:
- Resource Type:
- Journal Article
- Resource Relation:
- Journal Name: The Astrophysical Journal (Online); Journal Volume: 793; Journal Issue: 1
- Institute of Physics (IOP)
- Research Org:
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States); Argonne National Lab. (ANL), Argonne, IL (United States); Fermi National Accelerator Lab. (FNAL), Batavia, IL (United States)
- Sponsoring Org:
- USDOE Office of Science (SC), High Energy Physics (HEP) (SC-25)
- Country of Publication:
- United States
- 79 ASTRONOMY AND ASTROPHYSICS
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