diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml
index 996e1d602..3ff722b38 100644
--- a/.github/workflows/pkgdown.yaml
+++ b/.github/workflows/pkgdown.yaml
@@ -34,7 +34,13 @@ jobs:
 
       - uses: r-lib/actions/setup-r-dependencies@v2
         with:
-          extra-packages: any::pkgdown, local::., any::withr, stan-dev/pkgdown-config
+          extra-packages: |
+            any::pkgdown
+            local::.
+            any::withr
+            any::BH
+            any::RcppEigen
+            stan-dev/pkgdown-config
 
       - name: Build site
         run: |
@@ -53,4 +59,4 @@ jobs:
         with:
           clean: false
           branch: gh-pages
-          folder: "docs"
+          folder: docs
diff --git a/_pkgdown.yml b/_pkgdown.yml
index c441d9e96..0cf384f41 100644
--- a/_pkgdown.yml
+++ b/_pkgdown.yml
@@ -1,50 +1,22 @@
-url: https://mc-stan.org/projpred
-
-development:
-  mode: auto
-
-destination: "."
-
-template:
-  package: pkgdownconfig
-
-navbar:
-  title: "projpred"
-
-  structure:
-    left: [home, vignettes, functions, news, pkgs, stan]
-    right: [search, bluesky, forum, github, lightswitch]
-
-  components:
-    pkgs:
-      text: Other Packages
-      menu:
-        - text: bayesplot
-          href: https://mc-stan.org/bayesplot
-        - text: cmdstanr
-          href: https://mc-stan.org/cmdstanr
-        - text: loo
-          href: https://mc-stan.org/loo
-        - text: posterior
-          href: https://mc-stan.org/posterior
-        - text: rstan
-          href: https://mc-stan.org/rstan
-        - text: rstanarm
-          href: https://mc-stan.org/rstanarm
-        - text: rstantools
-          href: https://mc-stan.org/rstantools
-        - text: shinystan
-          href: https://mc-stan.org/shinystan
-
-articles:
-  - title: "Getting Started"
-    desc: >
-      This vignette provides a quick-start guide to using the **projpred** package for projection predictive feature selection.
-    contents:
-      - projpred
-  - title: "Latent Projection"
-    desc: >
-      This vignette illustrates the latent projection implemented in **projpred**.
-    contents:
-      - latent
-
+url: https://mc-stan.org/projpred
+
+development:
+  mode: auto
+
+destination: "."
+
+template:
+  package: pkgdownconfig
+
+articles:
+  - title: "Getting Started"
+    desc: >
+      This vignette provides a quick-start guide to using the **projpred** package for projection predictive feature selection.
+    contents:
+      - projpred
+  - title: "Latent Projection"
+    desc: >
+      This vignette illustrates the latent projection implemented in **projpred**.
+    contents:
+      - latent
+