Quantitative methods lab
(obiettivi)
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 dinamici per la valutazione ex-ante dell'impatto delle politiche climatiche ed energetiche
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Codice
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21210069 |
Lingua
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ENG |
Tipo di attestato
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Attestato di profitto |
Crediti
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9
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Settore scientifico disciplinare
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SECS-S/05
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Ore Aula
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60
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Attività formativa
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Attività formative caratterizzanti
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Canale Unico
Docente
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LELO KETI
(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)
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. Module 3: 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.
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Date di inizio e termine delle attività didattiche
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Dal al |
Modalità di erogazione
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A distanza
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Modalità di frequenza
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Non obbligatoria
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Metodi di valutazione
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Prova scritta
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Docente
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GIUA MARA
(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)
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.
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Date di inizio e termine delle attività didattiche
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Dal al |
Modalità di frequenza
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Non obbligatoria
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Metodi di valutazione
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Prova scritta
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Docente
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SALVATICI LUCA
(programma)
Obiettivo del corso è presentare alcuni metodi quantitativi per l'analisi dell'economia e dei sistemi economici.
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Date di inizio e termine delle attività didattiche
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Dal al |
Modalità di frequenza
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Non obbligatoria
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