21210069 - Quantitative methods lab

Il corso si propone di fornire agli studenti i metodi quantitativi per l'analisi dell’economia e della politica economica. Il corso è strutturato in tre moduli. Ogni modulo copre diversi concetti e metodi con un approccio quantitativo applicato:

Modulo 1: tecniche e dati geospaziali per l'analisi socio-economica e ambientale

Modulo 2: valutazione controfattuale dell'impatto ex post delle politiche pubbliche

Modulo 3: modelli CGE per la valutazione ex-ante dell'impatto delle politiche commerciali

Curriculum

scheda docente | materiale didattico

Programma

The course aims at providing students with the quantitative methods for the economic and policy analysis. The course is structured in three modules, each of them covers different concepts and methods with a quantitative applied approach:
Module 1: Geospatial information for socio-economic and environmental analysis (20h)
- Geographic Information Systems, Remote Sensing and their applications
- Retrieving and using socio-economic and environmental spatial data
- Defining and applying specific spatial data models
- Modelling spatial phenomena


Testi Adottati

Module 1:
de By, R.A (ed.) (2001): Principles of Geographic Information Systems. An introductory textbook, ITC. Educational Textbook Series 1, Enschede. Chapters: 1, 2, 3, 5, 6
Martínez, J.A., Pfeffer, K. and Baud, I. (2016): Factors shaping cartographic representations of inequalities: maps as products and processes, Habitat International: A Journal for the Study of Human Settlements, 51 (2016) pp. 90-102.


Bibliografia Di Riferimento

de By, R.A (ed.) (2001): Principles of Geographic Information Systems. An introductory textbook, ITC. Educational Textbook Series 1, Enschede. Chapters: 1, 2, 3, 5, 6 Martínez, J.A., Pfeffer, K. and Baud, I. (2016): Factors shaping cartographic representations of inequalities: maps as products and processes, Habitat International: A Journal for the Study of Human Settlements, 51 (2016) pp. 90-102.

Modalità Erogazione

Lezioni frontali ed esercitazioni pratiche.

Modalità Frequenza

La frequentazione è fortemente consigliata. I frequentanti avranno la possibilità di sostenere un esonero alla fine del modulo.

Modalità Valutazione

Studenti frequentanti: prova scritta al completamento del modulo. Per l'eventuale richiesta di ripetere il modulo sarà prevista una prova orale. Studenti non frequentanti: prova orale durante gli appelli

scheda docente | materiale didattico

Programma

The course aims at providing students with the quantitative methods for the economic and policy analysis. The course is structured in three modules, each of them covers different concepts and methods with a quantitative applied approach:
Module 1: Geospatial information for socio-economic and environmental analysis (20h)
- Geographic Information Systems, Remote Sensing and their applications
- Retrieving and using socio-economic and environmental spatial data
- Defining and applying specific spatial data models
- Modelling spatial phenomena
Module 2: Counterfactual evaluation of public policies ex-post impact (20h)
- Impact assessment of public policies
- Theoretical framework of counterfactual evaluation
- Models: Matching, Difference-in-differences, Regression discontinuity; Synthetic control
- Empirical applications: different methods for different policies
Module 3: CGE models for ex-ante trade policy impact evaluation (20h)
- Model structure, overview of CGE-based analysis and data requirement
- Designing the model, formulating scenarios and running policy simulations
- Reporting and interpreting the results
- Applications: trade in value added, regional trade agreements, multilateral liberalization, preferential policies



Testi Adottati

Module 1:
de By, R.A (ed.) (2001): Principles of Geographic Information Systems. An introductory textbook, ITC. Educational Textbook Series 1, Enschede. Chapters: 1, 2, 3, 5, 6
Martínez, J.A., Pfeffer, K. and Baud, I. (2016): Factors shaping cartographic representations of inequalities: maps as products and processes, Habitat International: A Journal for the Study of Human Settlements, 51 (2016) pp. 90-102.
Module 2:
Angrist, J. and Pischke, J.S. (2009): Mostly harmless econometrics, Princeton University Press, NJ;
Blundell, R. and Costa-Dias, M. (2009): Alternative Approaches to Evaluation in Empirical Microeconomics, Journal of Human Resources, 44(3).
Dell, M. (2010): The Persistent Effects of Peru's Mining Mita, Econometrica,78, 1863–1903.
Module3:
Burfisher, M. (2017). Introduction to Computable General Equilibrium Models. Cambridge: Cambridge University Press. Chapters: 1, 2, 3, 7 e 8. (required)
Kehoe, T. J., Pujolàs, P. S. and Rossbach, J. (2017). Quantitative Trade Models: Developments and Challenges. Annual Review of Economics, 9:295–325
Hertel T. W. (2012). Global Applied General Equilibrium Analysis using the GTAP Framework. GTAP Working Paper No. 66

Notes and lab materials for attending students will be provided at the beginning of each module.


Modalità Valutazione

The course assessment will be based on an oral exam. Students attending the class regularly will have the possibility to substitute the final exam with assignments on the quantitative methods covered in the three modules.

scheda docente | materiale didattico

Programma

Obiettivo del corso è presentare alcuni metodi quantitativi per l'analisi dell'economia e dei sistemi economici.

Testi Adottati


Modulo 3:
Burfisher, M. (2017). Introduction to Computable General Equilibrium Models. Cambridge: Cambridge University Press. Chapters: 1, 2, 3, 7 and 8. (required)

Notes and lab materials for attending students will be provided at the beginning of each module.

Bibliografia Di Riferimento

Modulo 3: Kehoe, T. J., Pujolàs, P. S. and Rossbach, J. (2017). Quantitative Trade Models: Developments and Challenges. Annual Review of Economics, 9:295–325 Hertel T. W. (2012). Global Applied General Equilibrium Analysis using the GTAP Framework. GTAP Working Paper No. 66.

Modalità Valutazione

La prova di esame consiste in un colloquio che ha per obiettivo la valutazione della preparazione dello studente. I frequentanti potranno svolgere delle prove pratiche in sostituzione dell'esame finale.

scheda docente | materiale didattico

Mutuazione: 21210069 Quantitative methods lab in Economia dell'ambiente e dello sviluppo LM-56 LELO KETI, GIUA MARA, SALVATICI LUCA

Programma

The course aims at providing students with the quantitative methods for the economic and policy analysis. The course is structured in three modules, each of them covers different concepts and methods with a quantitative applied approach:
Module 1: Geospatial information for socio-economic and environmental analysis (20h)
- Geographic Information Systems, Remote Sensing and their applications
- Retrieving and using socio-economic and environmental spatial data
- Defining and applying specific spatial data models
- Modelling spatial phenomena


Testi Adottati

Module 1:
de By, R.A (ed.) (2001): Principles of Geographic Information Systems. An introductory textbook, ITC. Educational Textbook Series 1, Enschede. Chapters: 1, 2, 3, 5, 6
Martínez, J.A., Pfeffer, K. and Baud, I. (2016): Factors shaping cartographic representations of inequalities: maps as products and processes, Habitat International: A Journal for the Study of Human Settlements, 51 (2016) pp. 90-102.


Bibliografia Di Riferimento

Modulo 3: Kehoe, T. J., Pujolàs, P. S. and Rossbach, J. (2017). Quantitative Trade Models: Developments and Challenges. Annual Review of Economics, 9:295–325 Hertel T. W. (2012). Global Applied General Equilibrium Analysis using the GTAP Framework. GTAP Working Paper No. 66.

Modalità Erogazione

Lezioni frontali ed esercitazioni pratiche.

Modalità Frequenza

La frequentazione è fortemente consigliata. I frequentanti avranno la possibilità di sostenere un esonero alla fine del modulo.

Modalità Valutazione

Studenti frequentanti: prova scritta al completamento del modulo. Per l'eventuale richiesta di ripetere il modulo sarà prevista una prova orale. Studenti non frequentanti: prova orale durante gli appelli

scheda docente | materiale didattico

Mutuazione: 21210069 Quantitative methods lab in Economia dell'ambiente e dello sviluppo LM-56 LELO KETI, GIUA MARA, SALVATICI LUCA

Programma

The course aims at providing students with the quantitative methods for the economic and policy analysis. The course is structured in three modules, each of them covers different concepts and methods with a quantitative applied approach:
Module 1: Geospatial information for socio-economic and environmental analysis (20h)
- Geographic Information Systems, Remote Sensing and their applications
- Retrieving and using socio-economic and environmental spatial data
- Defining and applying specific spatial data models
- Modelling spatial phenomena
Module 2: Counterfactual evaluation of public policies ex-post impact (20h)
- Impact assessment of public policies
- Theoretical framework of counterfactual evaluation
- Models: Matching, Difference-in-differences, Regression discontinuity; Synthetic control
- Empirical applications: different methods for different policies
Module 3: CGE models for ex-ante trade policy impact evaluation (20h)
- Model structure, overview of CGE-based analysis and data requirement
- Designing the model, formulating scenarios and running policy simulations
- Reporting and interpreting the results
- Applications: trade in value added, regional trade agreements, multilateral liberalization, preferential policies



Testi Adottati

Module 1:
de By, R.A (ed.) (2001): Principles of Geographic Information Systems. An introductory textbook, ITC. Educational Textbook Series 1, Enschede. Chapters: 1, 2, 3, 5, 6
Martínez, J.A., Pfeffer, K. and Baud, I. (2016): Factors shaping cartographic representations of inequalities: maps as products and processes, Habitat International: A Journal for the Study of Human Settlements, 51 (2016) pp. 90-102.
Module 2:
Angrist, J. and Pischke, J.S. (2009): Mostly harmless econometrics, Princeton University Press, NJ;
Blundell, R. and Costa-Dias, M. (2009): Alternative Approaches to Evaluation in Empirical Microeconomics, Journal of Human Resources, 44(3).
Dell, M. (2010): The Persistent Effects of Peru's Mining Mita, Econometrica,78, 1863–1903.
Module3:
Burfisher, M. (2017). Introduction to Computable General Equilibrium Models. Cambridge: Cambridge University Press. Chapters: 1, 2, 3, 7 e 8. (required)
Kehoe, T. J., Pujolàs, P. S. and Rossbach, J. (2017). Quantitative Trade Models: Developments and Challenges. Annual Review of Economics, 9:295–325
Hertel T. W. (2012). Global Applied General Equilibrium Analysis using the GTAP Framework. GTAP Working Paper No. 66

Notes and lab materials for attending students will be provided at the beginning of each module.


Bibliografia Di Riferimento

Modulo 3: Kehoe, T. J., Pujolàs, P. S. and Rossbach, J. (2017). Quantitative Trade Models: Developments and Challenges. Annual Review of Economics, 9:295–325 Hertel T. W. (2012). Global Applied General Equilibrium Analysis using the GTAP Framework. GTAP Working Paper No. 66.

Modalità Valutazione

The course assessment will be based on an oral exam. Students attending the class regularly will have the possibility to substitute the final exam with assignments on the quantitative methods covered in the three modules.

scheda docente | materiale didattico

Mutuazione: 21210069 Quantitative methods lab in Economia dell'ambiente e dello sviluppo LM-56 LELO KETI, GIUA MARA, SALVATICI LUCA

Programma

Obiettivo del corso è presentare alcuni metodi quantitativi per l'analisi dell'economia e dei sistemi economici.

Testi Adottati


Modulo 3:
Burfisher, M. (2017). Introduction to Computable General Equilibrium Models. Cambridge: Cambridge University Press. Chapters: 1, 2, 3, 7 and 8. (required)

Notes and lab materials for attending students will be provided at the beginning of each module.

Bibliografia Di Riferimento

Modulo 3: Kehoe, T. J., Pujolàs, P. S. and Rossbach, J. (2017). Quantitative Trade Models: Developments and Challenges. Annual Review of Economics, 9:295–325 Hertel T. W. (2012). Global Applied General Equilibrium Analysis using the GTAP Framework. GTAP Working Paper No. 66.

Modalità Valutazione

La prova di esame consiste in un colloquio che ha per obiettivo la valutazione della preparazione dello studente. I frequentanti potranno svolgere delle prove pratiche in sostituzione dell'esame finale.