bayesian_statistics
This document provides guidance on conducting and interpreting Bayesian statistical analyses, which offer an alternative framework to frequentist (classical) statistics.
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Content
# Bayesian Statistical Analysis
This document provides guidance on conducting and interpreting Bayesian statistical analyses, which offer an alternative framework to frequentist (classical) statistics.
## Bayesian vs. Frequentist Philosophy
### Fundamental Differences
| Aspect | Frequentist | Bayesian |
|--------|-------------|----------|
| **Probability interpretation** | Long-run frequency of events | Degree of belief/uncertainty |
| **Parameters** | Fixed but unknown | Random variables with distributions |
| **Inference** | Based on sampling distributions | Based on posterior distributi
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