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Add chapter on multiple imputation. #935

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Add chapter on multiple imputation. #935

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36e9442
Add section on multiple imputation.
abner-hb Mar 11, 2026
a704b14
Added references for multiple imputation.
abner-hb Mar 11, 2026
d81c629
Added multiple imputation to yml files.
abner-hb Mar 12, 2026
a46c02a
Fixed math notation to allow pdf rendering.
abner-hb Mar 12, 2026
ffb823a
Built scripts adding multiple imputation.
abner-hb Mar 12, 2026
394e659
Avoid unnecessary changes to docs/
WardBrian Mar 12, 2026
fe9af32
Avoid unnecessary changes to docs/
WardBrian Mar 12, 2026
5446eab
Rewrote multiple parts based on some of Bob's comments.
abner-hb Mar 12, 2026
ac5309e
Added more changes based on pull-request comments.
abner-hb Mar 13, 2026
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1 change: 1 addition & 0 deletions src/_quarto.yml
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Expand Up @@ -154,6 +154,7 @@ website:
- stan-users-guide/poststratification.qmd
- stan-users-guide/decision-analysis.qmd
- stan-users-guide/bootstrap.qmd
- stan-users-guide/multiple-imputation.qmd
- section: "Appendices"
contents:
- stan-users-guide/using-stanc.qmd
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32 changes: 32 additions & 0 deletions src/bibtex/all.bib
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Expand Up @@ -1352,3 +1352,35 @@ @article{Henrich2024
url={https://doi.org/10.3758/s13428-023-02179-1}
}

@book{carpenter-etal:2023,
title = {Multiple Imputation and its Application},
author = {Carpenter, James R. and Bartlett, Jonathan W. and
Morris, Tim P. and Wood, Angela M. and Quartagno, Matteo
and Kenward, Michael G.},
year = {2023},
edition = {2nd},
publisher = {John Wiley & Sons, Ltd},
isbn = {9781119756118},
doi = {10.1002/9781119756118},
}

@book{vanbuuren:2018,
author = {{van Buuren}, Stef},
title = {Flexible Imputation of Missing Data},
edition = {2nd},
publisher = {Chapman and Hall/CRC},
year = {2018},
doi = {10.1201/9780429492259},
url = {https://doi.org/10.1201/9780429492259}
}

@article{plummer:2015,
author = {Plummer, Martyn},
title = {Cuts in Bayesian graphical models},
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@bob-carpenter bob-carpenter Apr 13, 2026

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this needs {B}ayesian in the title or "Bayesian" will get lower-cased.

We generally don't need the url, doi, or publisher, but they're OK to leave in.

And thanks for citing Martyn's paper.

journal = {Statistics and Computing},
volume = {25},
pages = {37--43},
year = {2015},
doi = {10.1007/s11222-014-9503-z},
url = {https://doi.org/10.1007/s11222-014-9503-z}
}
1 change: 1 addition & 0 deletions src/stan-users-guide/_quarto.yml
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Expand Up @@ -75,6 +75,7 @@ book:
- poststratification.qmd
- decision-analysis.qmd
- bootstrap.qmd
- multiple-imputation.qmd
- part: "Appendices"
chapters:
- using-stanc.qmd
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