Add citation file (#151)

* add CITATION.cff file

* bibliographic information update

Author: PabloGGaray

CITATION.bib

@@ -1,10 +1,10 @@
-@misc{quiroga2022bart,
+@misc{quiroga2023bayesian,
   doi = {10.48550/ARXIV.2206.03619},
   url = {https://arxiv.org/abs/2206.03619},
   author = {Quiroga, Miriana and Garay, Pablo G and Alonso, Juan M. and Loyola, Juan Martin and Martin, Osvaldo A},
   keywords = {Computation (stat.CO), FOS: Computer and information sciences, FOS: Computer and information sciences},
   title = {Bayesian additive regression trees for probabilistic programming},
   publisher = {arXiv},
-  year = {2022},
+  year = {2023},
   copyright = {Creative Commons Attribution Share Alike 4.0 International}
 }

CITATION.cff

@@ -0,0 +1,42 @@
+cff-version: 1.2.0
+message: "If you use this software, please cite it as below."
+authors:
+- family-names: "Quiroga"
+  given-names: "Miriana"
+- family-names: "Garay"
+  given-names: "Pablo"
+  orcid: "https://orcid.org/0000-0001-6604-0329"
+- family-names: "Loyola"
+  given-names: "Juan"
+  orcid: "https://orcid.org/0000-0002-9510-6785"
+- family-names: "Alonso"
+  given-names: "Juan"
+- family-names: "Martin"
+  given-names: "Osvaldo"
+  orcid: "https://orcid.org/0000-0001-7419-8978"
+title: "pymc-bart"
+version: 0.5.10
+doi: 10.5281/zenodo.10817896
+date-released: 2024-03-14
+url: "https://github.com/pymc-devs/pymc-bart"
+preferred-citation:
+  type: article
+  authors:
+- family-names: "Quiroga"
+  given-names: "Miriana"
+- family-names: "Garay"
+  given-names: "Pablo"
+  orcid: "https://orcid.org/0000-0001-6604-0329"
+- family-names: "Loyola"
+  given-names: "Juan"
+  orcid: "https://orcid.org/0000-0002-9510-6785"
+- family-names: "Alonso"
+  given-names: "Juan"
+- family-names: "Martin"
+  given-names: "Osvaldo"
+  orcid: "https://orcid.org/0000-0001-7419-8978"
+  doi: "10.48550/arXiv.2206.03619"
+  journal: "arxiv"
+  month: 8
+  title: "Bayesian additive regression trees for probabilistic programming"
+  year: 2023

README.md

@@ -67,10 +67,10 @@ If you use PyMC-BART and want to cite it please use [![arXiv](https://img.shield
 Here is the citation in BibTeX format
 
 ```
-@misc{quiroga2022bart,
+@misc{quiroga2023bayesian,
 title={Bayesian additive regression trees for probabilistic programming},
 author={Quiroga, Miriana and Garay, Pablo G and Alonso, Juan M. and Loyola, Juan Martin and Martin, Osvaldo A},
-year={2022},
+year={2023},
 doi={10.48550/ARXIV.2206.03619},
 archivePrefix={arXiv},
 primaryClass={stat.CO}