Fig. A.1.

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Distributions of slopes, intercepts, and intrinsic scatters estimated by different likelihood functions for the same simulated data set. In each panel, the vertical dashed line indicates the true value of the corresponding parameter for the simulated data set. Clearly F0 best reproduces the true parameters of the linear relation. It is also the default likelihood function we used in the main paper.
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