Documentation update

Author: robinvanemden

README.md

@@ -93,7 +93,7 @@ Some more extensive vignettes to get you started with the package:
 
 Paper offering a general overview of the package's structure & API:
 
-* [An introduction to multi-armed bandit problems and the use of the R package contextual](https://arxiv.org/abs/1811.01926) paper.
+* [An introduction to multi-armed bandit problems and the use of the R package contextual](https://github.com/Nth-iteration-labs/contextual/raw/master/docs/articles/arxiv_2018/jss.pdf) paper.
 
 
 <!---

contextual.Rproj

@@ -19,6 +19,6 @@ BuildType: Package
 PackageUseDevtools: Yes
 PackageInstallArgs: --no-multiarch --with-keep.source
 PackageCheckArgs: --as-cran
-PackageRoxygenize: vignette
+PackageRoxygenize: rd,collate,namespace,vignette
 
 QuitChildProcessesOnExit: Yes