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added MixedModels.jl citation
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storopoli committed Aug 18, 2022
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2 changes: 1 addition & 1 deletion slides/10-Hierarchical_Models.tex
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Expand Up @@ -496,7 +496,7 @@ \subsection{Frequentist versus Bayesian Approaches}
\begin{frame}{Frequentist versus Bayesian Approaches}
There are also hierarchical models in frequentist statistics.
They are mainly available in the \texttt{lme4} package \parencite{lme4},
and also in \texttt{MixedModels.jl} (TODO: CITATION).
and also in \texttt{MixedModels.jl} \parencite{MixedModels}.
\begin{vfilleditems}
\item \textbf{optimization of the likelihood function} versus \textbf{posterior approximation via MCMC}.
Almost always lead to convergence failure for models that are not extremely simple.
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10 changes: 10 additions & 0 deletions slides/references.bib
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Expand Up @@ -1387,3 +1387,13 @@ @article{Blei_Workflow2014
url = https://doi.org/10.1146/annurev-statistics-022513-115657},
eprint = {https://doi.org/10.1146/annurev-statistics-022513-115657}
}
@misc{MixedModels,
title={JuliaStats/MixedModels.jl},
rights={Open Access},
url={https://zenodo.org/record/6925652},
DOI={10.5281/ZENODO.6925652},
publisher={Zenodo},
author={Bates, Douglas and Alday, Phillip and Kleinschmidt, Dave and José Bayoán Santiago Calderón, PhD and Likan Zhan and Noack, Andreas and Bouchet-Valat, Milan and Arslan, Alex and Kelman, Tony and Baldassari, Antoine and Ehinger, Benedikt and Karrasch, Daniel and Saba, Elliot and Quinn, Jacob and Hatherly, Michael and Piibeleht, Morten and Mogensen, Patrick Kofod and Babayan, Simon and Gagnon, Yakir Luc},
year={2022},
month={Jul}
}
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