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Type Ia Supernova Colors and Ejecta Velocities: Hierarchical Bayesian Regression with Non-Gaussian Distributions

  • Authors: Kaisey S. Mandel, Ryan J. Foley, and Robert P. Kirshner

Mandel, Foley, & Kirshner 2014 The Astrophysical Journal 797 75.

  • Provider: AAS Journals

Caption: Figure 1.

Empirical distribution Si II velocity measurements for the sample of 79 nearby SNe Ia. Top: the histogram of velocities (gray), the best-fitting gamma distribution, with shape parameter a = 4.83 and scale parameter b = 0.54 (blue), and the best-fitting split-normal distribution (Equation (1)) with mode , left-width σ = 0.58, and right-width σ+ = 1.61, in units of 103 km s−1 (black). Bottom: the empirical cumulative distribution function of the velocity measurements (red), and the CDFs of the best-fitting distributions.

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