updating chapter 11 code to pymc v4

[yahrMason]

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[yahrMason]

I am in the process of updating chp 12 and 13 on this branch as well. I will re-open when those are finished.

[canyon289]

Is this ready for a merge?

[yahrMason]

@canyon289 yes, this is ready to merge. Thanks!