diff --git a/README.Rmd b/README.Rmd
index f45dd6f..1a137c5 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -14,7 +14,7 @@ knitr::opts_chunk$set(
set.seed(123)
```
-# lessSEM
+# lessSEM
**lessSEM** (**l**essSEM **es**timates **s**parse **SEM**) is an R package for
regularized structural equation modeling (regularized SEM) with non-smooth
diff --git a/README.md b/README.md
index e4cc88d..a38a8b9 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
-# lessSEM
+# lessSEM
**lessSEM** (**l**essSEM **es**timates **s**parse **SEM**) is an R
package for regularized structural equation modeling (regularized SEM)
diff --git a/man/figures/lessSEM.svg b/man/figures/lessSEM.svg
new file mode 100644
index 0000000..948a42e
--- /dev/null
+++ b/man/figures/lessSEM.svg
@@ -0,0 +1,200 @@
+
+