Short introduction to Bayesian statistics
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Stan
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Markov chain Monte Carlo
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Hierarchical models
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We can see that the population distribution is able to capture the
measured average heights and standard deviations relatively well,
although the within-country variation is estimated to be too
concentrated. However, remember that these estimates are based on a
limited sample: 10 out of 200 countries with 10 individuals in each
group.
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Model comparison
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Gaussian processes
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Stan extensions
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