update putting workflow example (pymc-devs#296)

* update putting workflow example

* remove from precommit exclusion

* rerun with beta5

* update jupytext config

* update extra installs section

* rerun with beta6 and einstats 0.2

* fix post date

Author: OriolAbril

.jupytext.toml

@@ -1,3 +1,5 @@
+notebook_metadata_filter = "substitutions"
+
 [formats]
 "examples/" = "ipynb"
 "myst_nbs/" = ".myst.md:myst"

.pre-commit-config.yaml

@@ -29,7 +29,6 @@ repos:
             |examples/gaussian_processes/GP-Latent\.ipynb$
             |examples/gaussian_processes/GP-MaunaLoa2\.ipynb$
             |examples/samplers/MLDA_gravity_surveying\.ipynb$
-            |examples/case_studies/putting_workflow\.ipynb$
             |examples/pymc3_howto/sampling_callback\.ipynb$
             |examples/case_studies/blackbox_external_likelihood\.ipynb$
             |examples/samplers/GLM-hierarchical-jax\.ipynb$

examples/case_studies/putting_workflow.ipynb

@@ -19,6 +19,12 @@ @article{bauer2005probing
   year          = {2005},
   publisher     = {Taylor \& Francis}
 }
+@book{berry1996statistics,
+  title         = {Statistics: a Bayesian perspective},
+  author        = {Berry, Donald A},
+  year          = {1996},
+  publisher     = {Duxbury Press}
+}
 @book{breen1996regression,
   title         = {Regression models: Censored, sample selected, or truncated data},
   author        = {Breen, Richard and others},