updated authoring dates and fixed missed h3 header

Author: Dekermanjian

examples/case_studies/ssm_hurricane_tracking.ipynb

@@ -7,7 +7,7 @@
     "(Forecasting Hurricane Trajectories with State Space Models)=\n",
     "# Forecasting Hurricane Trajectories with State Space Models\n",
     "\n",
-    ":::{post} April 6, 2025 \n",
+    ":::{post} June 15, 2025 \n",
     ":tags: state space model\n",
     ":category: intermediate, tutorial\n",
     ":author: Jonathan Dekermanjian\n",
@@ -21856,7 +21856,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Make in-sample forecasts with new exogenous model"
+    "### Make in-sample forecasts with new exogenous model"
    ]
   },
   {
@@ -38763,7 +38763,7 @@
    "metadata": {},
    "source": [
     "## Authors\n",
-    "* Authored by Jonathan Dekermanjian in April, 2025 "
+    "* Authored by Jonathan Dekermanjian in June, 2025 "
    ]
   },
   {

examples/case_studies/ssm_hurricane_tracking.myst.md

@@ -16,7 +16,7 @@ myst:
 (Forecasting Hurricane Trajectories with State Space Models)=
 # Forecasting Hurricane Trajectories with State Space Models
 
-:::{post} April 6, 2025 
+:::{post} June 15, 2025 
 :tags: state space model
 :category: intermediate, tutorial
 :author: Jonathan Dekermanjian
@@ -1363,7 +1363,7 @@ az.plot_forest(
 );
 ```
 
-## Make in-sample forecasts with new exogenous model
+### Make in-sample forecasts with new exogenous model
 
 ```{code-cell} ipython3
 predicted_covs = exogenous_idata.posterior["predicted_covariance"].mean(("chain", "draw"))
@@ -1931,7 +1931,7 @@ fig.show(renderer="svg")
 ```
 
 ## Authors
-* Authored by Jonathan Dekermanjian in April, 2025 
+* Authored by Jonathan Dekermanjian in June, 2025 
 
 +++