Merge pull request #935 from abner-hb/master

Add chapter on multiple imputation.

Author: bob-carpenter

src/_quarto.yml

@@ -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

src/bibtex/all.bib

@@ -1352,3 +1352,44 @@ @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 {B}ayesian graphical models},
+  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}
+}
+
+@misc{burkner:2025,
+  author = {Bürkner, Paul},
+  title = {Handle Missing Values with brms},
+  note = {Vignette of R package brms},
+  Month = {September},
+  year = {2025},
+  url = {https://cran.r-project.org/web/packages/brms/vignettes/brms_missings.html}
+}

src/stan-users-guide/_quarto.yml

@@ -75,6 +75,7 @@ book:
         - poststratification.qmd
         - decision-analysis.qmd
         - bootstrap.qmd
+        - multiple-imputation.qmd
     - part: "Appendices"
       chapters:
         - using-stanc.qmd