Tech Talk Bayesian Analysis

References

Books

Some good books to get started with Bayesian Analysis:

• Doing Bayesian Analysis: A Tutorial with R and BUGS
• Bayesian Analysis with Python

Examples

• Inferring behaviour from text-message data
• PyMC3: Linear Regression
• PyMC3: Robust Linear Regression
• Hierarchical Linear Regression: Doing Bayesian Analysis, Chapter 16.3 Single Linear Regression with Repeated Measures

Other Useful Articles

• Formulas for Bayesian AB Testing
• Why is the Jeffreys Prior useful
• Conjugate Prior Diagram