Update README.md

README.md

@@ -2,7 +2,7 @@
 
 <img src="book/Figures/cover_inverse.svg" align="right" width = "200" />
 
-This book is a work in progress, the final work will be published by Chapman and Hall/Crc.
+This book is a work in progress, the final work will be published by Chapman and Hall/CRC.
 This electronic version (including pdf download) will always be free and open access ([CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/)).
 
 We will continue to update this version after publication to correct mistakes (big and small), as well as making minor and major additions.
@@ -12,17 +12,17 @@ We will continue to update this version after publication to correct mistakes (b
 Whilst this book remains a work in progress you can cite as
 
 ```
-Sonabend. R, Bender. A. 2024. Machine Learning in Survival Analysis.
+Sonabend. R, Bender. A. 2025. Machine Learning in Survival Analysis.
 https://www.mlsabook.com.
 ```
 
 Or in BibTeX format
 
 ```
-@book{MLSA2024,
+@book{MLSA2025,
   title     = "Machine Learning in Survival Analysis",
   author    = "Sonabend, Raphael and Bender, Andreas",
-  year      = "2024",
+  year      = "2025",
   note      = "https://www.mlsabook.com"
 }
 ```