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Probabilistic Programming and Bayesian Methods for Hackers

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Re: Probabilistic Programming and Bayesian Methods for Hackers

#11
> If frequentist and Bayesian inference were programming functions, with inputs being statistical problems, then the two would be different in what they return to the user. The frequentist inference function would return a number, representing an estimate (typically a summary statistic like the sample average etc.), whereas the Bayesian function would return probabilities.

Wouldn't a "frequentist inference function" typically return a probability distribution, not a summary statistic?

Re: Probabilistic Programming and Bayesian Methods for Hackers

#12
post #6

A really great start. Keep it up! Would be helpful to have a version that doesn't depend on internet connectivity... e.g. so I can read it on my iPad offline. Does iPython easily allow saving as a pdf?

Also want to mention that there are 7 completed chapters on the github repo. Seems like an amazing resource.

https://github.com/CamDavidsonPilon/Probabilistic-Programmin...

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