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  5. LIRA: LInear Regression in Astronomy
 
Title
LIRA: LInear Regression in Astronomy
Journal
Astrophysics Source Code Library
Date Issued
2016
Author(s)
Sereno, Mauro  
Abstract
LIRA (LInear Regression in Astronomy) performs Bayesian linear regression that accounts for heteroscedastic errors in both the independent and the dependent variables, intrinsic scatters (in both variables), time evolution of slopes, normalization and scatters, Malmquist and Eddington bias, and break of linearity. The posterior distribution of the regression parameters is sampled with a Gibbs method exploiting the JAGS (ascl:1209.002) library.
File(s)
lira.pdf (98.71 KB)
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