Rethinking2 (#66)

* clarify edtion and status of the port

* fix error in chap4 first edition

* add chapter 2-4 rethinking second edtion

* add link to second edition

* update according to review

* rerun notebook with updated arviz

* add black formating

Author: aloctavodia

README.md

@@ -1,10 +1,11 @@
 # PyMC3 Resources
-PyMC3 educational resources, including PyMC3 port of books (original models in STAN/BUGS/JAGS etc,.), PyMC3 talk slides, case studies, and other resources. 
+PyMC3 educational resources, including PyMC3 port of books (original models in STAN/BUGS/JAGS etc,.), PyMC3 talk slides, case studies, and other resources.
 
--  [PyMC3 port of the book "Statistical Rethinking" by Richard McElreath](https://github.com/pymc-devs/resources/tree/master/Rethinking)  
--  [PyMC3 port of the book "Bayesian Cognitive Modeling" by Michael Lee and EJ Wagenmakers](https://github.com/pymc-devs/resources/tree/master/BCM)  
+-  [PyMC3 port of the book "Statistical Rethinking" by Richard McElreath (first edition)](https://github.com/pymc-devs/resources/tree/master/Rethinking)
+-  [PyMC3 port of the book "Statistical Rethinking" by Richard McElreath (second edition)](https://github.com/pymc-devs/resources/tree/master/Rethinking2)
+-  [PyMC3 port of the book "Bayesian Cognitive Modeling" by Michael Lee and EJ Wagenmakers](https://github.com/pymc-devs/resources/tree/master/BCM)
 -  [PyMC3 port of the book "Bayesian Statistical Methods" by Brian J. Reich and Sujit K. Ghosh](https://github.com/pymc-devs/resources/tree/master/BSM)
--  [PyMC3 port of the book "Bayesian Data Analysis" by Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari and Donald B. Rubin](https://github.com/pymc-devs/resources/tree/master/BDA3)  
+-  [PyMC3 port of the book "Bayesian Data Analysis" by Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari and Donald B. Rubin](https://github.com/pymc-devs/resources/tree/master/BDA3)