diff --git a/Makefile b/Makefile
index b34d841..d65218a 100644
--- a/Makefile
+++ b/Makefile
@@ -8,4 +8,6 @@ clean:
 current_dir = $(shell pwd)
 
 shell:
-	docker run -p 9994:9994 -it --entrypoint=bash -v $(current_dir):/analysis poldrack/jupyter-python-r
\ No newline at end of file
+	docker run -it -p 9994:9994 -v $(shell pwd):/book -w /book --platform linux/x86_64 --entrypoint=bash $(DOCKER_USERNAME)/statsthinking21
+
+#	docker run --platform linux/x86_64 -p 9994:9994 -it --entrypoint=bash -v $(current_dir):/analysis poldrack/statsthinking21
diff --git a/notebooks/_toc.yml b/notebooks/_toc.yml
index abb688c..cff2df3 100644
--- a/notebooks/_toc.yml
+++ b/notebooks/_toc.yml
@@ -1,18 +1,15 @@
-# - file: preface.md
-- file: index
-  sections:
-    - file: 01-IntroductionToPython.ipynb
-    - file: 02-SummarizingData.ipynb
-    - file: 03-DataVisualization.ipynb
-    - file: 04-FittingSimpleModels.ipynb
-    - file: 05-Probability.ipynb
-    - file: 06-Sampling.ipynb
-    - file: 07-ResamplingAndSimulation.ipynb
-    - file: 08-HypothesisTesting.ipynb
-    - file: 09-StatisticalPower.ipynb
-    - file: 10-BayesianStatistics.ipynb
-    - file: 11-ModelingCategoricalRelationships.ipynb
-    # - file: Part12_ModelingContinuousRelationships.ipynb
-    - file: 13-GeneralLinearModel.ipynb
-    # - file: Part14_ComparingMeans.ipynb
-    # - file: Part15_PracticalStatisticalModeling.ipynb
+format: jb-book
+root: index
+chapters:
+  - file: 01-IntroductionToPython.ipynb
+  - file: 02-SummarizingData.ipynb
+  - file: 03-DataVisualization.ipynb
+  - file: 04-FittingSimpleModels.ipynb
+  - file: 05-Probability.ipynb
+  - file: 06-Sampling.ipynb
+  - file: 07-ResamplingAndSimulation.ipynb
+  - file: 08-HypothesisTesting.ipynb
+  - file: 09-StatisticalPower.ipynb
+  - file: 10-BayesianStatistics.ipynb
+  - file: 11-ModelingCategoricalRelationships.ipynb
+  - file: 13-GeneralLinearModel.ipynb