Teaching

Policy evaluation methods - Fall2024 - Fall 2025 (U. Florence)

Topics: 

• Potential outcomes framework

• Assignment mechanism 

• Causal Inference in observational studies 

• Propensity score matching

• Causal Inference in panel data  

Stata Lab 102: Regression - Spring 2021-2022-2023 - 2024 - 2025 (U. Florence)

Topics:

• Linear Regression

• Multiple regression 

• Binary dependent variable models

• Hierarchical models

• Policy evaluation

Statistics 101: Descriptive Stats & Probability - Fall 2021 (U.Florence)- Spring 2023 (Istituto Lorenzo de Medici)

Topics:

• Statistical Reasoning

• Descriptive measures for data

• Graphical representation of data

• Mean,Mode, Median

• Variability Indices

• Random Variables

• Probabilty Distributions

Statistics 102: Statistical Inference- Spring 2021 (U.Florence)

Topics:

• Probability distributions 

• First elements of statistical inference 

• Point estimation, estimators

• Interval Estimators 

• Hypothesis testing theory 

• Introductory Bayesian Inference