Prof. Maria Maddalena Barbieri

• Appunti a cura del docente disponibili nello spazio Moodle dell’insegnamento.

Argomenti del programma: Le principali indagini della Statistica ufficiale: come vengono condotte e come si interpretano i dati prodotti. In particolare: Prezzi al consumo, Produzione industriale, Forze di lavoro, Consumi delle famiglie, Reddito e condizioni di vita, i Bilanci delle famiglie italiane. I Conti economici.

Argomenti del programma: A refresher on multiple linear regression. Further topics in regression analysis: Instrumental variables, Differences-in-Differences, Regression Discontinuity estimators, Heckman's sample selection model, Mediation analysis, Quantile regression. Introduction to time series and forecasting. Models for univariate time series: ARMA, ARIMA, ARCH, GARC. Time series regression with additional predictors.

Argomenti del programma: A refresher on multiple linear regression. Further topics in regression analysis: Instrumental variables, Differences-in-Differences, Regression Discontinuity estimators, Heckman's sample selection model, Mediation analysis, Quantile regression. Introduction to time series and forecasting. Models for univariate time series: ARMA, ARIMA, ARCH, GARC. Time series regression with additional predictors.