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A Maximum Likelihood Method to Restore Intrinsic Properties from Observed Properties

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A Maximum Likelihood Method to Restore Intrinsic Properties from Observed Properties

This repository accompanies the journal article Isbell, Xue, and Fu 2018 Astrophysical Journal Letter: The Evolution of Molecular Gas Fraction Traced by the CO Tully-Fisher Relation.

Here I provide the galaxy catalogs under data/, a Python notebook that implements the statistical method that maximizes the likelihood of the model parameters with a Monte Carlo Markov Chain sampler, along with the published paper.

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A Maximum Likelihood Method to Restore Intrinsic Properties from Observed Properties

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