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1. Sentiment-Analysis-ISTAT Sentiment-Analysis-ISTAT Public

   Classification of italian gender-based violence tweets using transformers model (BERT). Comparison with classical machine learning approaches such as Support Vector Machines and Naive Bayes.

   Jupyter Notebook

2. Synthetic-DiD Synthetic-DiD Public

   Replication study and extension of the paper "Carbon Taxes and CO2 Emissions: Sweden as a Case Study" by Julius J. Andersson (2019).

   Stata

3. Machine-Learning-Forecasting Machine-Learning-Forecasting Public

   Replication and extension of the paper "Forecasting with approximate dynamic factor models: The role of non-pervasive shocks" by Matteo Luciani (2014).

   R 1

4. Macroeconometrics-SVAR Macroeconometrics-SVAR Public

   Extension of the paper "An Empirical characterization of the dynamic effects of changes in government spending and taxes on output" by Blanchard and Perotti (2002)

   MATLAB 1

5. Causal-Machine-Learning Causal-Machine-Learning Public

   This repository contains Jupyter notebooks that demonstrate various causal machine learning techniques through simulations. These are inspired by the teaching materials of Micheal Knaus,

   Jupyter Notebook