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 www.karsdorp.io
Population Size Estimation as a Regression Problem | Folgert Karsdorp
| | isaacslavitt.com
Isaac Slavitt: Dirichlet-multinomial model for Skittle proportions
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| | bambinos.github.io
BAyesian Model-Building Interface in Python - Bambi
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| | twiecki.io
whilemy_mcmc:gently(samples) - The Best Of Both Worlds: Hierarchical Linear Regression in PyMC
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| | [AI summary] This technical blog post explains the advantages of hierarchical Bayesian modeling over non-hierarchical approaches using a case study of predicting radon levels across different US counties with the PyMC3 library.
| | alexanderetz.com
Understanding Bayes: A Look at the Likelihood | The Etz-Files
20.5 parsecs away

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| [This post has been updated and turned into a paper to be published in AMPPS] Much of the discussion in psychology surrounding Bayesian inference focuses on priors. Should we embrace priors, or should we be skeptical? When are Bayesian methods sensitive to specification of the prior, and when do the data effectively overwhelm it? Should...