Question: The data used for Figure can be viewed as being generated by h5. For each of the other four hypotheses, generate a data set of

The data used for Figure can be viewed as being generated by h5. For each of the other four hypotheses, generate a data set of length 100 and plot the corresponding graphs for P (hi?d1... dm) and P (D m + 1 = lime?d1. . . dm). Comment on your results.

Pih, Id) P(A, I d) 0.8 P(h, I d) P(h, I d)

Pih, Id) P(A, I d) 0.8 P(h, I d) P(h, I d) Pih, I d) 0.6 0.9 0.8 0.7 0.4 0.6 0.2 0.5 0.4 2 10 6. 8. 10 Number of samples in d Number of samples in d (b) (a) Posterior probability of hypothesis Probability that next candy is I me

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