Test di ipotesi, inferenza bayesiana, intervalli di confidenza, p-value, ANOVA e metodi statistici per data science.
- Teorema di Bayes e statistica bayesiana
- Test di ipotesi: t-test, ANOVA, chi-square
- Intervalli di confidenza e p-value
- Central Limit Theorem
- Bayesian vs Frequentist
- Metropolis-Hastings e metodi MCMC
- Bayesian Statistics with Python.md
- Hypothesis Testing in Python.md
- Central Limit Theorem for Confidence Intervals and Hypothesis Testing in Python.md
- Explaining P-Value in Data Science with Python.md
- Implementing Metropolis-Hastings Algorithm in Bayesian Inference.md
- Bayesian vs Frequentist Statistics Key Concepts and Applications.md