diff --git a/docs/examples.rst b/docs/examples.rst
index dd482a9a1..bdc840515 100644
--- a/docs/examples.rst
+++ b/docs/examples.rst
@@ -4,9 +4,9 @@ Examples
 .. toctree::
   :maxdepth: 1
 
-  notebooks/bayesian_logistic_regression
-  notebooks/bayesian_multi-level_regression
-  notebooks/bayesian_t-test
+  notebooks/logistic_regression
+  notebooks/multi-level_regression
+  notebooks/t-test
   notebooks/ESCS_multiple_regression
   notebooks/shooter_crossed_random_ANOVA
   notebooks/Strack_RRR_re_analysis
diff --git a/docs/notebooks/ESCS_multiple_regression.ipynb b/docs/notebooks/ESCS_multiple_regression.ipynb
index 2c7d65875..193d5e468 100644
--- a/docs/notebooks/ESCS_multiple_regression.ipynb
+++ b/docs/notebooks/ESCS_multiple_regression.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Bayesian Multiple Regression Example"
+    "# Multiple Regression"
    ]
   },
   {
@@ -1669,7 +1669,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.6"
+   "version": "3.8.5"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebooks/Strack_RRR_re_analysis.ipynb b/docs/notebooks/Strack_RRR_re_analysis.ipynb
index 111a31fb0..4022f500c 100644
--- a/docs/notebooks/Strack_RRR_re_analysis.ipynb
+++ b/docs/notebooks/Strack_RRR_re_analysis.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Bayesian Workflow Example (Strack RRR Analysis Replication)"
+    "# Bayesian Workflow (Strack RRR Analysis Replication)"
    ]
   },
   {
@@ -851,7 +851,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.6"
+   "version": "3.8.5"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebooks/bayesian_logistic_regression.ipynb b/docs/notebooks/logistic_regression.ipynb
similarity index 99%
rename from docs/notebooks/bayesian_logistic_regression.ipynb
rename to docs/notebooks/logistic_regression.ipynb
index 7968cf5b6..cd90fa903 100644
--- a/docs/notebooks/bayesian_logistic_regression.ipynb
+++ b/docs/notebooks/logistic_regression.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Bayesian Logistic Regression Example"
+    "# Logistic Regression"
    ]
   },
   {
@@ -1075,7 +1075,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.6"
+   "version": "3.8.5"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebooks/bayesian_multi-level_regression.ipynb b/docs/notebooks/multi-level_regression.ipynb
similarity index 99%
rename from docs/notebooks/bayesian_multi-level_regression.ipynb
rename to docs/notebooks/multi-level_regression.ipynb
index 2fdf3ee5a..2db285d6d 100644
--- a/docs/notebooks/bayesian_multi-level_regression.ipynb
+++ b/docs/notebooks/multi-level_regression.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Bayesian Multi-level Regression"
+    "# Multi-level Regression"
    ]
   },
   {
diff --git a/docs/notebooks/shooter_crossed_random_ANOVA.ipynb b/docs/notebooks/shooter_crossed_random_ANOVA.ipynb
index 8ae627b2d..b0ee5e065 100644
--- a/docs/notebooks/shooter_crossed_random_ANOVA.ipynb
+++ b/docs/notebooks/shooter_crossed_random_ANOVA.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Bayesian Workflow Example (Police Officer's Dilemma) "
+    "# Bayesian Workflow (Police Officer's Dilemma) "
    ]
   },
   {
@@ -3625,7 +3625,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.6"
+   "version": "3.8.5"
   }
  },
  "nbformat": 4,
diff --git a/docs/notebooks/bayesian_t-test.ipynb b/docs/notebooks/t-test.ipynb
similarity index 99%
rename from docs/notebooks/bayesian_t-test.ipynb
rename to docs/notebooks/t-test.ipynb
index 8989e3fb2..b418cf3e2 100644
--- a/docs/notebooks/bayesian_t-test.ipynb
+++ b/docs/notebooks/t-test.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Bayesian T-test"
+    "# T-test"
    ]
   },
   {