Data Modelings

References

• I gave a lecture about this topic. You may find some of the material/codes in this page useful.
• I learned the basics from Numerical Recipes, 3rd ed..
• The tutorial of emcee provides pedagogical examples of how to properly use this Python package.
• Hogg, D. W. et al. 2010 introduces the basics about data modeling, and in addition, how to handling model uncertainties.
• My former student, Yuxin Lin, recommended me to use the NumPyro, JAX, and UltraNest packages. This has been in my todo list forever.