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- W4387389632 abstract "We investigate the potential of a pure linear expansion for the rest-frame flux of a type Ia supernova light curve fitter based on the well known Spectral Adaptive Light Curve Template 2 (SALT2). We generate the expansion components by performing Principal Component Analysis (PCA) and Factor Analysis (FA) onto a representative training set. Then, we derive a Tripp-like expression for the distance modulus and fit the $Lambda$CDM cosmological model on the Pantheon sample. The constraining power of the model, dubbed Pure Expansion Template for Supernovae (PETS), and SALT2 is evaluated and we found compatible results for $Omega_{m0}$ and $Omega_{Lambda 0}$ within $68%$ uncertainty between the two models, with PETS' fit parameters exhibiting non negligible linear correlations with SALT2' parameters. We find non negligible correlations between PETS's fit parameters and the supernovae host galaxies masses, while the Hubble Diagram residues show no correlation with fit parameters, redshift or host galaxy mass. The model nuisance parameters, $alpha$ and $beta$, are slighted correlated and we find evidence for redshift evolution for $beta$. The intrinsic scatter, $sigma_{textrm{int}}$, shows a subtle redshift evolution that should be further investigated increasing the number of high redshift supernovae in the cosmology sample." @default.
- W4387389632 created "2023-10-06" @default.
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- W4387389632 date "2023-10-03" @default.
- W4387389632 modified "2023-10-07" @default.
- W4387389632 title "Addressing type Ia supernova color variability with a linear spectral template" @default.
- W4387389632 doi "https://doi.org/10.48550/arxiv.2310.02329" @default.
- W4387389632 hasPublicationYear "2023" @default.
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