diff --git a/docs/source/api/distributions.rst b/docs/source/api/distributions.rst
index b0c92163ab3..ca3a09cbaa9 100644
--- a/docs/source/api/distributions.rst
+++ b/docs/source/api/distributions.rst
@@ -12,5 +12,8 @@ Distributions
    distributions/multivariate
    distributions/mixture
    distributions/timeseries
-   distributions/misc
+   distributions/truncated
+   distributions/censored
+   distributions/simulator
    distributions/transforms
+   distributions/utilities
diff --git a/docs/source/api/distributions/censored.rst b/docs/source/api/distributions/censored.rst
new file mode 100644
index 00000000000..98b6fff6f6e
--- /dev/null
+++ b/docs/source/api/distributions/censored.rst
@@ -0,0 +1,9 @@
+********
+Censored
+********
+
+.. currentmodule:: pymc
+.. autosummary::
+   :template: distribution.rst
+
+   Censored
diff --git a/docs/source/api/distributions/misc.rst b/docs/source/api/distributions/misc.rst
deleted file mode 100644
index e91acd32c24..00000000000
--- a/docs/source/api/distributions/misc.rst
+++ /dev/null
@@ -1,37 +0,0 @@
-***********
-Miscellanea
-***********
-
-Partial data
-------------
-
-.. currentmodule:: pymc
-.. autosummary::
-   :toctree: generated
-   :template: distribution.rst
-
-   Censored
-   Truncated
-
-Simulator
----------
-
-.. autosummary::
-   :toctree: generated
-   :template: distribution.rst
-
-   Simulator
-
-
-Distribution utilities
-----------------------
-
-.. autosummary::
-   :toctree: generated/
-
-    Continuous
-    CustomDist
-    Discrete
-    Distribution
-    SymbolicRandomVariable
-    DiracDelta
diff --git a/docs/source/api/distributions/simulator.rst b/docs/source/api/distributions/simulator.rst
new file mode 100644
index 00000000000..187ce593968
--- /dev/null
+++ b/docs/source/api/distributions/simulator.rst
@@ -0,0 +1,9 @@
+*********
+Simulator
+*********
+
+.. currentmodule:: pymc
+.. autosummary::
+   :template: distribution.rst
+
+   Simulator
diff --git a/docs/source/api/distributions/truncated.rst b/docs/source/api/distributions/truncated.rst
new file mode 100644
index 00000000000..7d13dc3144d
--- /dev/null
+++ b/docs/source/api/distributions/truncated.rst
@@ -0,0 +1,9 @@
+*********
+Truncated
+*********
+
+.. currentmodule:: pymc
+.. autosummary::
+   :template: distribution.rst
+
+   Truncated
diff --git a/docs/source/api/distributions/utilities.rst b/docs/source/api/distributions/utilities.rst
new file mode 100644
index 00000000000..ca1cfa75b99
--- /dev/null
+++ b/docs/source/api/distributions/utilities.rst
@@ -0,0 +1,14 @@
+**********************
+Distribution utilities
+**********************
+
+.. currenmodule:: pymc
+.. autosummary::
+   :toctree: generated/
+
+    Continuous
+    CustomDist
+    Discrete
+    Distribution
+    SymbolicRandomVariable
+    DiracDelta