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A Bayesian Statistics workshop presented to the University of Toronto 2021 ISSC (Independent Summer Statistics Community). It covers the basics of generative modelling, prior setting, model evaluation, and Stan programming. Check the completed folder for the finished files.

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Bayesian Workshop ISSC.pdf

Bayesian Workshop ISSC.pdf

 
 

full_labelled_workshop_data.csv

full_labelled_workshop_data.csv

 
 

missing_data_workshop_data.csv

missing_data_workshop_data.csv

 
 

workshop_handout.ipynb

workshop_handout.ipynb

 
 

workshop_poststudy.stan

workshop_poststudy.stan

 
 

workshop_prestudy.stan

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A Bayesian Statistics workshop presented to the University of Toronto 2021 ISSC (Independent Summer Statistics Community). It covers the basics of generative modelling, prior setting, model evaluation, and Stan programming. Check the completed folder for the finished files.

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python bayesian-inference stan bayes intro
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