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Giovanni Cerulli

Personal Details

First Name:Giovanni
Middle Name:
Last Name:Cerulli
Suffix:
RePEc Short-ID:pce40
http://www2.ceris.cnr.it/cerulli/home.htm
Via dei Taurini, 19 - 00185, Rome (Italy)
0039.3475283966

Affiliation

Istituto di Ricerca sulla Crescita Economica Sostenibile (IRCrES)
Consiglio Nazionale delle Ricerche

Moncalieri, Italy
http://www.ircres.cnr.it/

: +39-11.6824.911
+39-11.6824.966
Via Real Collegio, 30 10024 - Moncalieri TO
RePEc:edi:cerisit (more details at EDIRC)

Research output

as
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Working papers

  1. Cerulli, Giovanni, 2020. "A Super-Learning Machine for Predicting Economic Outcomes," MPRA Paper 99111, University Library of Munich, Germany.
  2. Anabela Santos & Michele Cincera & Giovanni Cerulli, 2019. "Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy," Working Paper 54d93216-99f7-4438-975d-2, European Microfinance Network.
  3. Giovanni Cerulli, 2019. "Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation," 2019 Stata Conference 26, Stata Users Group.
  4. Giovanni Cerulli & Maria Ventura & Christopher F Baum, 2018. "The Economic Determinants of Crime: an Approach through Responsiveness Scores," Boston College Working Papers in Economics 948, Boston College Department of Economics.
  5. Filippetti, Andrea & Cerulli, Giovanni, 2018. "Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose-response approach," LSE Research Online Documents on Economics 100770, London School of Economics and Political Science, LSE Library.
  6. Giovanni Cerulli, 2018. "Data-driven sensitivity analysis for matching estimators," London Stata Conference 2018 02, Stata Users Group.
  7. Giovanni Cerulli, 2017. "Nonparametric synthetic control method for program evaluation: model and Stata implementation," United Kingdom Stata Users' Group Meetings 2017 02, Stata Users Group.
  8. Giovanni Cerulli & Bianca Poti', 2016. "Explaining firm sensitivity to R&D subsidies within a dose-response model: The role of financial constraints, real cost of investment, and strategic value of R&D," DEM Working Papers 2016/09, Department of Economics and Management.
  9. Giovanni Cerulli, 2016. "TED: Stata Module for Testing Stability of Regression Discontinuity Models," 2016 Stata Conference 12, Stata Users Group.
  10. Giovanni Cerulli & Federico Cecconi & Maria Augusta Miceli & Pierpaolo Angelini & Bianca Potì, 2015. "R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies," EcoMod2015 8631, EcoMod.
  11. Giovanni Cerulli & Roberto Gabriele & Bianca Poti', 2015. "The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness," DEM Discussion Papers 2015/01, Department of Economics and Management.
  12. Giovanni Cerulli, 2015. "rscore: a Stata module to compute responsiveness scores," United Kingdom Stata Users' Group Meetings 2015 02, Stata Users Group.
  13. Giovanni Cerulli, 2014. "ntreatreg: a Stata module for estimation of treatment effects in the presence of neighborhood interactions," United Kingdom Stata Users' Group Meetings 2014 15, Stata Users Group.
  14. Giovanni Cerulli, 2014. "Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions," CERIS Working Paper 201404, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  15. Andrea Filippetti & Giovanni Cerulli, 2014. "Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach," ERSA conference papers ersa14p367, European Regional Science Association.
  16. Giovanni Cerulli & Bianca Potì, 2014. "The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach," ERSA conference papers ersa14p625, European Regional Science Association.
  17. Giovanni Cerulli & Antonio Zinilli, 2014. "datanet: A Stata procedure to facilitate dataset organization for network analysis," Italian Stata Users' Group Meetings 2014 02, Stata Users Group.
  18. Giovanni Cerulli & Roberto Gabriele & Enrico Tundis, 2014. "Evaluating locally-based policies in the presence of neighbourhood effects: The case of touristic accommodation in the Garda district of Trentino," ERSA conference papers ersa14p715, European Regional Science Association.
  19. Giovanni Cerulli, 2014. "CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment," CERIS Working Paper 201405, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  20. Maria-Augusta Miceli & Federico Cecconi & Giovanni Cerulli, 2013. "Walrasian TatÈ nnement by Sequential Pairwise Trading: Convergence and Welfare Implications," Working Papers 161, University of Rome La Sapienza, Department of Public Economics.
  21. Giovanni Cerulli & Bianca Potì, 2013. "Managerial capacity in the innovation process and firm profitability," CERIS Working Paper 201301, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  22. Giovanni Cerulli, 2013. "treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score," United Kingdom Stata Users' Group Meetings 2013 02, Stata Users Group.
  23. Giovanni Cerulli, 2012. "contreatreg: A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders," Italian Stata Users' Group Meetings 2012 03, Stata Users Group.
  24. Giovanni Cerulli, 2012. "A continuous treatment model for estimating a Dose Response Function under endogeneity and heterogeneous response to observable confounders: Description and implementation via the Stata module “ctreat," CERIS Working Paper 201218, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  25. Giovanni Cerulli, 2012. "A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders," United Kingdom Stata Users' Group Meetings 2012 10, Stata Users Group.
  26. Giovanni Cerulli, 2012. "Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection," CERIS Working Paper 201203, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  27. Giovanni Cerulli, 2011. "ivtreatreg: A new Stata command for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection," Italian Stata Users' Group Meetings 2011 04, Stata Users Group.
  28. Giovanni Cerulli, 2010. "A responsiveness-based (composite) indicator with an application to countries’ innovative performance," CERIS Working Paper 201010, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  29. Giovanni Cerulli & Bianca Potì, 2010. "The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case," Working Papers 10, Doctoral School of Economics, Sapienza University of Rome, revised 2010.
  30. Giovanni Cerulli, 2010. "Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game," CERIS Working Paper 201011, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  31. Giovanni Cerulli, 2008. "Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues," CERIS Working Paper 200803, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  32. Giovanni Cerulli & Bianca Poti', 2008. "Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey," CERIS Working Paper 200809, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  33. Bianca Potì & Giovanni Cerulli, 2007. "Heterogeneity of innovation strategies and firms’ performance," CERIS Working Paper 200706, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  34. Giovanni Cerulli & Bianca Potì, 2007. "Measuring Intersectoral Knowledge Spillovers: an Application of Sensitivity Analysis to Italy," CERIS Working Paper 200711, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  35. Cerulli, Giovanni, 2006. "The redistributive role of non-profit organizations," MPRA Paper 28, University Library of Munich, Germany.
  36. Cerulli Giovanni, 2005. "Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia," CESMEP Working Papers 200501, University of Turin.

Articles

  1. Giovanni Cerulli & Marco Ventura, 2019. "Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata," Stata Journal, StataCorp LP, vol. 19(3), pages 551-565, September.
  2. Cerulli, Giovanni, 2019. "Data-driven sensitivity analysis for matching estimators," Economics Letters, Elsevier, vol. 185(C).
  3. Cerulli, Giovanni, 2019. "A flexible Synthetic Control Method for modeling policy evaluation," Economics Letters, Elsevier, vol. 182(C), pages 40-44.
  4. Giovanni Cerulli & Bianca Potì & Raffaele Spallone, 2018. "The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 649-675, August.
  5. Andrea Filippetti & Giovanni Cerulli, 2018. "Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach," Papers in Regional Science, Wiley Blackwell, vol. 97(3), pages 801-826, August.
  6. Giovanni Cerulli, 2017. "Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg," Stata Journal, StataCorp LP, vol. 17(4), pages 803-833, December.
  7. Giovanni Cerulli, 2017. "Estimating responsiveness scores using rscore," Stata Journal, StataCorp LP, vol. 17(2), pages 422-441, June.
  8. Pierpaolo Angelini & Giovanni Cerulli & Federico Cecconi & Maria-Augusta Miceli & Bianca Potì, 2017. "R&D Subsidization Effect and Network Centralization: Evidence from an Agent-Based Micro-Policy Simulation," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 20(4), pages 1-4.
  9. Antonio Zinilli & Giovanni Cerulli, 2017. "datanet: a Stata routine for organising a dataset for network analysis purposes," International Journal of Computational Economics and Econometrics, Inderscience Enterprises Ltd, vol. 7(4), pages 454-462.
  10. Maria-Augusta Miceli & Federico Cecconi & Giovanni Cerulli, 2016. "Sequential pairwise trading: convergence and welfare implications," International Journal of Computational Economics and Econometrics, Inderscience Enterprises Ltd, vol. 6(1), pages 13-43.
  11. Giovanni Cerulli & Roberto Gabriele & Bianca Potì, 2016. "The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness," Industry and Innovation, Taylor & Francis Journals, vol. 23(5), pages 426-447, July.
  12. Giovanni Cerulli, 2015. "ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment," Stata Journal, StataCorp LP, vol. 15(4), pages 1019-1045, December.
  13. Giovanni Cerulli, 2014. "ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection," Stata Journal, StataCorp LP, vol. 14(3), pages 453-480, September.
  14. Cerulli, Giovanni, 2014. "The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores," World Development, Elsevier, vol. 59(C), pages 147-165.
  15. Giovanni Cerulli, 2014. "treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score," Stata Journal, StataCorp LP, vol. 14(3), pages 541-561, September.
  16. Giovanni Cerulli, 2012. "Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 15(1), pages 1-7.
  17. Giovanni Cerulli & Bianca Potì, 2012. "The differential impact of privately and publicly funded R&D on R&D investment and innovation: the Italian case," Prometheus, Taylor & Francis Journals, vol. 30(1), pages 113-149, March.
  18. Cerulli, Giovanni & Filippetti, Andrea, 2012. "The complementary nature of technological capabilities: Measurement and robustness issues," Technological Forecasting and Social Change, Elsevier, vol. 79(5), pages 875-887.
  19. Giovanni Cerulli & Bianca Potì, 2012. "Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy," Journal of Applied Economics, Universidad del CEMA, vol. 15, pages 287-320, November.
  20. Bianca Potì & Giovanni Cerulli & Sandra Romagnosi, 2012. "The different impact on scientific output of academic-owned vs. academic-invented patents: evidence from a panel of Italian academic inventors," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 6(4), pages 433-457.
  21. Cerulli, Giovanni & De Marchi, Mario, 2012. "R&D And Technological Internationalisation: Evidence From A Random Coefficient Treatment Model," Review of Applied Economics, Lincoln University, Department of Financial and Business Systems, vol. 9(1-2), January.
  22. Bianca Potì & Giovanni Cerulli, 2011. "Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality," Research Evaluation, Oxford University Press, vol. 20(1), pages 19-29, March.
  23. Bianca Potì & Giovanni Cerulli, 2010. "Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects," L'industria, Società editrice il Mulino, issue 2, pages 307-334.
  24. Giovanni Cerulli, 2010. "Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature," The Economic Record, The Economic Society of Australia, vol. 86(274), pages 421-449, September.
  25. Giovanni Cerulli & Bianca Poti`, 2009. "Measuring Intersectoral Knowledge Spillovers: An Application Of Sensitivity Analysis To Italy," Economic Systems Research, Taylor & Francis Journals, vol. 21(4), pages 409-436.
  26. Giovanni Cerulli, 2008. "The integration of the non-profit sector in a Social Accounting Matrix: methodological issues, empirical evidences and employment effects for Italy," Rivista di statistica ufficiale, ISTAT - Italian National Institute of Statistics - (Rome, ITALY), vol. 10(2), pages 33-63, October.
  27. Giovanni Cerulli, 2006. "Una Matrice di Contabilità Sociale per il welfare mix: l'integrazione del settore non-profit. Prime verifiche empiriche ed effetti occupazionali per l'Italia," Rivista di Politica Economica, SIPI Spa, vol. 96(2), pages 79-128, March-Apr.
    RePEc:ags:stataj:264447 is not listed on IDEAS
    RePEc:ags:stataj:264443 is not listed on IDEAS
    RePEc:ags:stataj:281326 is not listed on IDEAS

Software components

  1. Giovanni Cerulli, 2020. "CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial," Statistical Software Components S458727, Boston College Department of Economics, revised 14 Apr 2020.
  2. Giovanni Cerulli, 2019. "SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods," Statistical Software Components S458645, Boston College Department of Economics, revised 10 May 2020.
  3. Giovanni Cerulli, 2019. "TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment," Statistical Software Components S458696, Boston College Department of Economics, revised 26 May 2020.
  4. Giovanni Cerulli, 2019. "SUBSET: Stata module to implement best covariates and stepwise subset selection," Statistical Software Components S458647, Boston College Department of Economics, revised 23 Mar 2020.
  5. Giovanni Cerulli, 2019. "SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods," Statistical Software Components S458646, Boston College Department of Economics, revised 10 May 2020.
  6. Giovanni Cerulli, 2018. "SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator," Statistical Software Components S458539, Boston College Department of Economics, revised 20 Jun 2019.
  7. Giovanni Cerulli & Marco Ventura, 2017. "TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment," Statistical Software Components S458384, Boston College Department of Economics, revised 23 Nov 2018.
  8. Giovanni Cerulli, 2017. "MKERN: Stata module to perform multivariate nonparametric kernel regression," Statistical Software Components S458410, Boston College Department of Economics.
  9. Giovanni Cerulli, 2017. "NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method," Statistical Software Components S458398, Boston College Department of Economics, revised 23 Jun 2020.
  10. Giovanni Cerulli, 2016. "TED: Stata module to test Stability of Regression Discontinuity Models," Statistical Software Components S458199, Boston College Department of Economics, revised 06 Nov 2016.
  11. Giovanni Cerulli, 2015. "RSCORE: Stata module for estimation of responsiveness scores," Statistical Software Components S458078, Boston College Department of Economics, revised 16 Feb 2017.
  12. Antonio Zinilli & Giovanni Cerulli, 2015. "DATANET: Stata module to facilitate dataset organization for network analysis purposes," Statistical Software Components S458033, Boston College Department of Economics, revised 01 Mar 2017.
  13. Giovanni Cerulli, 2015. "NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions," Statistical Software Components S457961, Boston College Department of Economics, revised 09 Jun 2015.
  14. Giovanni Cerulli, 2014. "CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment," Statistical Software Components S457820, Boston College Department of Economics, revised 25 Oct 2017.
  15. Giovanni Cerulli, 2012. "TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score," Statistical Software Components S457559, Boston College Department of Economics, revised 18 Dec 2012.
  16. Giovanni Cerulli, 2012. "IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect," Statistical Software Components S457405, Boston College Department of Economics, revised 23 Dec 2014.

Chapters

  1. Giovanni Cerulli & Yingying Dong & Arthur Lewbel & Alexander Poulsen, 2017. "Testing Stability of Regression Discontinuity Models," Advances in Econometrics, in: Matias D. Cattaneo & Juan Carlos Escanciano (ed.),Regression Discontinuity Designs, volume 38, pages 317-339, Emerald Publishing Ltd.

Books

  1. Giovanni Cerulli, 2015. "Econometric Evaluation of Socio-Economic Programs," Advanced Studies in Theoretical and Applied Econometrics, Springer, edition 127, number 978-3-662-46405-2, enero-jun.

More information

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Statistics

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Rankings

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Co-authorship network on CollEc

Featured entries

This author is featured on the following reading lists, publication compilations or Wikipedia entries:
  1. Stata Users Group

NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 25 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.
  1. NEP-INO: Innovation (13) 2007-12-15 2008-03-15 2008-09-29 2009-02-22 2010-03-13 2011-08-15 2011-08-15 2014-06-02 2015-01-03 2015-02-28 2017-03-26 2017-12-11 2019-09-09. Author is listed
  2. NEP-TID: Technology & Industrial Dynamics (7) 2007-12-15 2011-08-15 2014-06-02 2015-02-28 2016-08-14 2017-12-11 2019-09-09. Author is listed
  3. NEP-KNM: Knowledge Management & Knowledge Economy (5) 2008-03-15 2009-02-22 2010-03-13 2011-08-15 2014-06-02. Author is listed
  4. NEP-CMP: Computational Economics (4) 2013-03-16 2015-02-11 2017-03-26 2020-04-06
  5. NEP-CSE: Economics of Strategic Management (4) 2007-12-15 2010-03-13 2011-08-15 2014-06-02
  6. NEP-SBM: Small Business Management (4) 2010-03-13 2015-02-28 2017-12-11 2019-09-09
  7. NEP-URE: Urban & Real Estate Economics (4) 2014-10-13 2015-02-16 2018-04-09 2019-05-13
  8. NEP-BEC: Business Economics (2) 2011-08-15 2014-06-02
  9. NEP-BIG: Big Data (2) 2018-10-08 2020-04-06
  10. NEP-IPR: Intellectual Property Rights (2) 2008-09-29 2010-03-13
  11. NEP-PPM: Project, Program & Portfolio Management (2) 2008-09-29 2009-02-22
  12. NEP-SOC: Social Norms & Social Capital (2) 2006-12-04 2006-12-04
  13. NEP-EFF: Efficiency & Productivity (1) 2014-06-02
  14. NEP-ENT: Entrepreneurship (1) 2019-09-09
  15. NEP-EUR: Microeconomic European Issues (1) 2019-09-09
  16. NEP-EXP: Experimental Economics (1) 2020-04-06
  17. NEP-FDG: Financial Development & Growth (1) 2019-09-09
  18. NEP-HEA: Health Economics (1) 2019-05-13
  19. NEP-HME: Heterodox Microeconomics (1) 2011-08-15
  20. NEP-LAW: Law & Economics (1) 2018-04-09
  21. NEP-MIC: Microeconomics (1) 2008-09-29
  22. NEP-ORE: Operations Research (1) 2020-04-06
  23. NEP-PBE: Public Economics (1) 2015-01-03

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