diff --git a/src/books.md b/src/books.md
index 4877177..2220863 100644
--- a/src/books.md
+++ b/src/books.md
@@ -52,7 +52,7 @@ The following is a list of books in Causal Inference, sorted by publication year
- **Year**: 2019
- [The Book of Why
](http://bayes.cs.ucla.edu/WHY/)
- - **Author**: D. Mackenzie, J. Pearl
+ - **Author**: J. Pearl, D. Mackenzie
- **Year**: 2018
- [Targeted Learning in Data Science - Causal Inference for Complex Longitudinal Studies
](https://link.springer.com/book/10.1007/978-3-319-65304-4)