diff --git a/README.md b/README.md
index 5d613c8..76f5f24 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,7 @@
 # qqconf
+
+![](https://cranlogs.r-pkg.org/badges/grand-total/qqconf?color=green)
+
 An R Package to Put Simultaneous Testing Bands on QQ and PP Plots
 
 To install our code from CRAN, run
@@ -9,7 +12,7 @@ install.packages("qqconf")
 
 For an introductory tutorial, please see our [vignette](https://cloud.r-project.org/web/packages/qqconf/vignettes/qqconf_introduction.html).
 
-Full documentation can be found in our [reference manual](https://cloud.r-project.org/web/packages/qqconf/qqconf.pdf) and additional methodological details can be found in [our paper](https://arxiv.org/abs/2111.15082).
+Full documentation can be found in our [reference manual](https://cloud.r-project.org/web/packages/qqconf/qqconf.pdf) and additional methodological details can be found in [our paper](https://www.jstatsoft.org/article/view/v106i10).
 
 ## Acknowledgements