- Oggetto:
- Oggetto:
EMPIRICAL TOOLS FOR MANAGERS
- Oggetto:
EMPIRICAL TOOLS FOR MANAGERS
- Oggetto:
Anno accademico 2023/2024
- Codice attività didattica
- SEM0153
- Docente
- Silvia Mendolia (Titolare del corso)
- Corso di studio
- ECONOMIA E MANAGEMENT - percorso in Economia Organizzazione e Management
ECONOMIA E MANAGEMENT - percorso in Economia Management Internazionale - Anno
- 2° anno
- Periodo
- Secondo semestre
- Tipologia
- Caratterizzante
- Crediti/Valenza
- 6
- SSD attività didattica
- SECS-P/01 - economia politica
- Erogazione
- Tradizionale
- Lingua
- Inglese
- Frequenza
- Facoltativa
- Tipologia esame
- Prova pratica
- Tipologia unità didattica
- corso
- Oggetto:
Sommario insegnamento
- Oggetto:
Obiettivi formativi
This class is about data analysis and its applications to business, economics and policy. The course will equip students with the most important tools, methods and skills for data analysis, with a strong focus on case studies and real-life examples.
We will study the most widely used statistical and econometric methods to perform exploratory data analysis, data visualization, hypothesis testing and basic regression analysis.
We will use real-life data and case studies, which will provide students with the opportunity to apply the tools and methods learnt in the course.
The software used in the class will be Stata, which MUST be downloaded for free before the start of the class at: https://www.unito.it/servizi/servizi-line/licenze-software-campus-di-ateneo
- Oggetto:
Risultati dell'apprendimento attesi
At the end of the class, students will be able
- Have a good understanding and ability to use STATA to perform basic data analysis
- Have a good understanding of data exploration, visualisation and descriptive analysis
- Generalise from data and test simple hypotheses
- Perform basic regression analysis an interpret the main results
- Understand issues related to causal analysis and limitations of the methods analysed.
- Oggetto:
Programma
- Origins of Data
- Preparing Data for Analysis
- Exploratory Data Analysis
- Comparison and Correlation
- Generalizing from Data
- Testing hypotheses
- Regression analysis – Simple regression
- Generalizing results of a regression
- Multiple linear regression
- Modelling probabilities
- Regression with Time Series Data
- Causal Analysis
- Introduction to Panel Data
- Oggetto:
Modalità di insegnamento
Lectures will be in-person. Attendance is highly recommended, because we will work through case studies in class and practice using STATA together.
- Oggetto:
Modalità di verifica dell'apprendimento
There will be no final exam for students who regularly attend the class.
Learning outcomes will be assessed through practical individual and/or group assignments to be prepared in class and at home.
Testi consigliati e bibliografia
- Oggetto:
- Libro
- Titolo:
- Data Analysis for Business, Economics, and Policy
- Anno pubblicazione:
- 2021
- Editore:
- Cambridge University Press
- Autore:
- Gabor Bakes and Gabor Kezdi
- ISBN
- Permalink:
- Capitoli:
- TBA
- Obbligatorio:
- Si
- Registrazione
- Aperta
- Oggetto: