Attached is the Python source code for GCSR Example 3.7, the bioassay problem. The code is based on Helle Sorensen's code at KU. It samples from alpha, beta posteriors using grid approximation and displays a contour plot, and then, samples from the joint distribution and displays an X-Y plot of the sampled values. The plots duplicate Figure 3.4 (a) and (b) from GCSR.
Code
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