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“No Vehicles in the Park”: A multilevel-model computing saga (including some Bayesian workflow)

Andrew Gelman · published 14 April 2025

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https://sites.stat.columbia.edu/gelman/research/published/ChanceEthics12.pdf
sites.stat.columbia.edu
Why it's impossible to agree on what's allowed Read at the source ↗
danluu.com
https://novehiclesinthepark.com
novehiclesinthepark.com
https://www.stat.columbia.edu/~gelman/bda.course/park.csv
stat.columbia.edu
https://www.stat.columbia.edu/~gelman/bda.course/park.txt
stat.columbia.edu
https://digitalcommons.law.seattleu.edu/cgi/viewcontent.cgi?article=1623&context=sulr
digitalcommons.law.seattleu.edu
When estimating a treatment effect with a cluster design, you need to include varying slopes, even if the fit gives warning messages. Read at the source ↗
statmodeling.stat.columbia.edu
https://sites.stat.columbia.edu/gelman/research/published/gelman-etal.pdf
sites.stat.columbia.edu
https://mc-stan.org/docs/2_18/stan-users-guide/reparameterization-section.html
mc-stan.org
https://sites.stat.columbia.edu/gelman/research/published/chung_etal_Pmetrika2013.pdf
sites.stat.columbia.edu
https://sites.stat.columbia.edu/gelman/research/published/chung_cov_matrices.pdf
sites.stat.columbia.edu
https://sites.stat.columbia.edu/gelman/research/unpublished/Bayesian_Workflow_article.pdf
sites.stat.columbia.edu
https://mitzimorris.github.io/sum_to_zero_vector/
mitzimorris.github.io
The “fail fast” principle in statistical computing Read at the source ↗
statmodeling.stat.columbia.edu
https://sites.stat.columbia.edu/gelman/research/published/two_group_fastnono.pdf
sites.stat.columbia.edu
https://sites.stat.columbia.edu/gelman/research/published/advi_journal.pdf
sites.stat.columbia.edu
https://sites.stat.columbia.edu/gelman/research/published/pathfinder_revision.pdf
sites.stat.columbia.edu