update Binomial regression notebook to v4 (#273)

* create truncated regression example

* delete truncated regression example from main branch

* create truncated regression example

* delete truncated regression example from main branch

* update to v4

* fixed notebook label + remove unnecessary xarray .stack operation

* add url field to bibtex reference

* create truncated regression example

* delete truncated regression example from main branch

* adding line breaks back in to references which disappeared for some reason

* fix spelling + remove unicode symbols + experiment with # hide-input

* correctly use hide-input in cell tags (not comments)

* after running: pre-commit run --all

Co-authored-by: Benjamin T. Vincent <[email protected]>

Author: Benjamin T. Vincent

examples/generalized_linear_models/GLM-binomial-regression.ipynb

@@ -244,6 +244,13 @@ @article{nowlan1992simplifying
   year          = {1992},
   publisher     = {MIT Press}
 }
+@book{roback2021beyond,
+  title         = {Beyond multiple linear regression: Applied generalized linear models and multilevel models in R},
+  author        = {Roback, P., and Legler, J.},
+  year          = {2021},
+  publisher     = {CRC Press},
+  url           = {https://bookdown.org/roback/bookdown-BeyondMLR/}
+}
 @inproceedings{salakhutdinov2008bayesian,
   title         = {Bayesian Probabilistic Matrix Factorization Using Markov Chain Monte Carlo},
   author        = {Salakhutdinov, Ruslan and Mnih, Andriy},