diff --git a/README.md b/README.md
index 66d50a6..36f6751 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,10 @@
 # Anisotropic Smoothing
 This repo is code and methods for a general class of smoothing estimators for change-point regression functions. Articles associated with this work are:
-   - "Iterative Smoothing for Change-point Regression Function Estimation", currently under review. Previous (and likely outdated) versions of this article can be found [on arXiv](https://arxiv.org/abs/2012.00180).
+   - Thompson, J.R.J. "Iterative Smoothing for Change-point Regression Function Estimation", currently under review. Previous (and likely outdated) versions of this article can be found [on arXiv](https://arxiv.org/abs/2012.00180).
  
 ## Experimental fire spread data
 The experimental fire data used in the article is associated with the following papers:
- - Thompson J.R.J., Wang X.J., & Braun W.J. (2020) [A mouse model for studying fire spread rates using experimental micro-fires](http://www.jenvstat.org/v09/i06). Journal of Environmental Statistics. 9(1), 1-19.
+ - Thompson, J.R.J., Wang, X.J., & Braun, W.J. (2020) [A mouse model for studying fire spread rates using experimental micro-fires](http://www.jenvstat.org/v09/i06). Journal of Environmental Statistics. 9(1), 1-19.
  - Wang, X.J., Thompson, J.R.J., Braun, W.J., & Woolford, D.G. (2019). [Fitting a stochastic fire spread model to data.](https://ascmo.copernicus.org/articles/5/57/2019/) Advances in Statistical Climatology, Meteorology and Oceanography, 5(1), 57-66.
 
 For data access or any other questions, please contact me at john.thompson@ubc.ca.