Instructor Notes

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Short introduction to Bayesian statistics


Instructor Note

Actual value from a study from 1975 with 7,688 children in US grades 1-6 was 9.6%

Hardyck, C. et al. (1976), Left-handedness and cognitive deficit https://en.wikipedia.org/wiki/Handedness



Stan


Markov chain Monte Carlo


Hierarchical models


Model comparison


Gaussian processes


Stan extensions


Exercises1. Basics2. Stan3. MCMC4. Hierarchical models5. Model comparison6. Gaussian processes7. Other topics