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Add ECDF plot and ECDF difference plot with simultaneus confidence intervals as graphical goodness-of-fit and convergence diagnostics #267

@TeemuSailynoja

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@TeemuSailynoja

As requested by @avehtari and @hyunjimoon, implement the ecdf plots from this article. Code for the article is available here, so mostly cleaning and formatting needed.

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