diff --git a/CRAN-SUBMISSION b/CRAN-SUBMISSION
index b4ed76c4..3fb62007 100644
--- a/CRAN-SUBMISSION
+++ b/CRAN-SUBMISSION
@@ -1,3 +1,3 @@
-Version: 0.3.0
-Date: 2023-08-09 22:06:58 UTC
-SHA: b5ec265564bc0daca5a7d6713859da2f38e2600b
+Version: 0.4.0
+Date: 2023-11-30 18:00:42 UTC
+SHA: 1235adc3b2d33e0656c5d2be6c511b412899df27
diff --git a/DESCRIPTION b/DESCRIPTION
index 972f5a21..de0f58dc 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
 Package: finnts
 Title: Microsoft Finance Time Series Forecasting Framework
-Version: 0.3.0.9007
+Version: 0.4.0
 Authors@R: 
     c(person(given = "Mike",
            family = "Tokic",
diff --git a/NEWS.md b/NEWS.md
index 7fa0b95c..7745b630 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,4 +1,4 @@
-# finnts 0.3.0.9000 (DEVELOPMENT VERSION)
+# finnts 0.4.0
 
 ## Improvements
 
diff --git a/vignettes/feature-selection.Rmd b/vignettes/feature-selection.Rmd
index 453cc4ad..6fc83dc3 100644
--- a/vignettes/feature-selection.Rmd
+++ b/vignettes/feature-selection.Rmd
@@ -32,7 +32,7 @@ This technique is used for yearly, quarterly, and monthly data. It's turned off
 
 ### Boruta
 
-Uses the [Boruta](https://cran.r-project.org/web/packages/Boruta/index.html) package. It finds relevant features by comparing original attributes' importance with importance achievable at random, estimated using their permuted copies (shadows).
+Uses the [Boruta](https://CRAN.R-project.org/package=Boruta) package. It finds relevant features by comparing original attributes' importance with importance achievable at random, estimated using their permuted copies (shadows).
 
 Boruta is not ran for daily or weekly data, in order to save time.