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Include estimate of probability within RoPE when plotting #1567

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arc12 opened this issue Feb 15, 2021 · 1 comment · Fixed by #1570
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Include estimate of probability within RoPE when plotting #1567

arc12 opened this issue Feb 15, 2021 · 1 comment · Fixed by #1570
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@arc12
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arc12 commented Feb 15, 2021

In cases such as az.plot_posterior(inference_data, rope=(0.45, 0.55)), it would be useful to include an estimate of the probability within the rope. (as an option, I suspect)

For Kruschke's version, see: http://doingbayesiandataanalysis.blogspot.com/2013/08/how-much-of-bayesian-posterior.html

we could extent this idea, in a similar way to how ref_val works to show probabilities for the Rope and both upper and lower tails.

@Rishabh261998
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Rishabh261998 commented Feb 15, 2021

Can I take this issue? Thank You
Idea: Just use the end-points of the rope as 2 ref_val and use them to get the probability within the rope

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