EconPapers    
Economics at your fingertips  
 

Details about Giovanni Cerulli

E-mail:
Homepage:http://www2.ceris.cnr.it/cerulli/home.htm
Phone:0039.3475283966
Postal address:Via dei Taurini, 19 - 00185, Rome (Italy)
Workplace:Istituto di Ricerca sulla Crescita Economica Sostenibile (IRCrES) (Research Institute on Sustainable Economic Growth), Consiglio Nazionale delle Ricerche (National Research Council), (more information at EDIRC)

Access statistics for papers by Giovanni Cerulli.

Last updated 2020-04-22. Update your information in the RePEc Author Service.

Short-id: pce40


Jump to Journal Articles Books Chapters Software Items

Working Papers

2020

  1. A Super-Learning Machine for Predicting Economic Outcomes
    MPRA Paper, University Library of Munich, Germany Downloads

2019

  1. Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy
    Working Paper, European Microfinance Network Downloads
  2. Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation
    2019 Stata Conference, Stata Users Group Downloads

2018

  1. 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, London School of Economics and Political Science, LSE Library Downloads View citations (2)
    See also Journal Article in Papers in Regional Science (2018)
  2. Data-driven sensitivity analysis for matching estimators
    London Stata Conference 2018, Stata Users Group Downloads
    See also Journal Article in Economics Letters (2019)
  3. The Economic Determinants of Crime: an Approach through Responsiveness Scores
    Boston College Working Papers in Economics, Boston College Department of Economics Downloads

2017

  1. Nonparametric synthetic control method for program evaluation: model and Stata implementation
    United Kingdom Stata Users' Group Meetings 2017, Stata Users Group Downloads

2016

  1. 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, Department of Economics and Management Downloads
  2. TED: Stata Module for Testing Stability of Regression Discontinuity Models
    2016 Stata Conference, Stata Users Group Downloads

2015

  1. R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies
    EcoMod2015, EcoMod Downloads
  2. The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness
    DEM Discussion Papers, Department of Economics and Management Downloads
    See also Journal Article in Industry and Innovation (2016)
  3. rscore: a Stata module to compute responsiveness scores
    United Kingdom Stata Users' Group Meetings 2015, Stata Users Group Downloads

2014

  1. CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment
    CERIS Working Paper, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY Downloads View citations (7)
    See also Software Item (2017)
  2. Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach
    ERSA conference papers, European Regional Science Association Downloads
  3. Evaluating locally-based policies in the presence of neighbourhood effects: The case of touristic accommodation in the Garda district of Trentino
    ERSA conference papers, European Regional Science Association Downloads View citations (1)
  4. Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions
    CERIS Working Paper, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY Downloads View citations (3)
  5. The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach
    ERSA conference papers, European Regional Science Association Downloads View citations (2)
  6. datanet: A Stata procedure to facilitate dataset organization for network analysis
    Italian Stata Users' Group Meetings 2014, Stata Users Group Downloads View citations (1)
  7. ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions
    Italian Stata Users' Group Meetings 2014, Stata Users Group Downloads
    Also in United Kingdom Stata Users' Group Meetings 2014, Stata Users Group (2014) Downloads

    See also Software Item (2015)

2013

  1. Managerial capacity in the innovation process and firm profitability
    CERIS Working Paper, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY Downloads
  2. Walrasian TatÈ nnement by Sequential Pairwise Trading: Convergence and Welfare Implications
    Working Papers, University of Rome La Sapienza, Department of Public Economics Downloads
  3. treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score
    United Kingdom Stata Users' Group Meetings 2013, Stata Users Group Downloads

2012

  1. 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, Stata Users Group
  2. 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 “ctreatreg”
    CERIS Working Paper, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY Downloads View citations (1)
  3. Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection
    CERIS Working Paper, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY Downloads View citations (18)
  4. 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, Stata Users Group Downloads

2011

  1. 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, Stata Users Group Downloads View citations (1)

2010

  1. A responsiveness-based (composite) indicator with an application to countries’ innovative performance
    CERIS Working Paper, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY Downloads
  2. Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game
    CERIS Working Paper, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY Downloads
    See also Journal Article in Journal of Artificial Societies and Social Simulation (2012)
  3. The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case
    Working Papers, Doctoral School of Economics, Sapienza University of Rome Downloads View citations (17)
    See also Journal Article in Prometheus (2012)

2008

  1. Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey
    CERIS Working Paper, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY Downloads View citations (14)
  2. Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues
    CERIS Working Paper, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY Downloads View citations (2)

2007

  1. Heterogeneity of innovation strategies and firms’ performance
    CERIS Working Paper, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY Downloads View citations (1)
  2. Measuring Intersectoral Knowledge Spillovers: an Application of Sensitivity Analysis to Italy
    CERIS Working Paper, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY Downloads
    See also Journal Article in Economic Systems Research (2009)

2006

  1. The Redistributive Role of Non-profit Organizations
    Documentos de trabajo - Analise Economica, IDEGA - Instituto Universitario de Estudios e Desenvolvemento de Galicia Downloads
    Also in MPRA Paper, University Library of Munich, Germany (2006) Downloads

2005

  1. Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia
    CESMEP Working Papers, University of Turin Downloads

Journal Articles

2020

  1. Nonparametric synthetic control using the npsynth command
    Stata Journal, 2020, 20, (4), 844-865 Downloads

2019

  1. A flexible Synthetic Control Method for modeling policy evaluation
    Economics Letters, 2019, 182, (C), 40-44 Downloads View citations (1)
  2. Data-driven sensitivity analysis for matching estimators
    Economics Letters, 2019, 185, (C) Downloads
    See also Working Paper (2018)
  3. Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata
    Stata Journal, 2019, 19, (3), 551-565 Downloads View citations (3)

2018

  1. Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach
    Papers in Regional Science, 2018, 97, (3), 801-826 Downloads View citations (2)
    See also Working Paper (2018)
  2. The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis
    Economia Politica: Journal of Analytical and Institutional Economics, 2018, 35, (2), 649-675 Downloads

2017

  1. Estimating responsiveness scores using rscore
    Stata Journal, 2017, 17, (2), 422-441 Downloads View citations (1)
  2. Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg
    Stata Journal, 2017, 17, (4), 803-833 Downloads View citations (1)
  3. R&D Subsidization Effect and Network Centralization: Evidence from an Agent-Based Micro-Policy Simulation
    Journal of Artificial Societies and Social Simulation, 2017, 20, (4), 4 Downloads View citations (1)
  4. datanet: a Stata routine for organising a dataset for network analysis purposes
    International Journal of Computational Economics and Econometrics, 2017, 7, (4), 454-462 Downloads

2016

  1. Sequential pairwise trading: convergence and welfare implications
    International Journal of Computational Economics and Econometrics, 2016, 6, (1), 13-43 Downloads
  2. The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness
    Industry and Innovation, 2016, 23, (5), 426-447 Downloads View citations (5)
    See also Working Paper (2015)

2015

  1. ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment
    Stata Journal, 2015, 15, (4), 1019-1045 Downloads View citations (13)

2014

  1. The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores
    World Development, 2014, 59, (C), 147-165 Downloads View citations (3)
  2. ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection
    Stata Journal, 2014, 14, (3), 453-480 Downloads View citations (25)
  3. treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score
    Stata Journal, 2014, 14, (3), 541-561 Downloads View citations (3)

2012

  1. Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game
    Journal of Artificial Societies and Social Simulation, 2012, 15, (1), 7 Downloads View citations (3)
    See also Working Paper (2010)
  2. Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy
    Journal of Applied Economics, 2012, 15, 287-320 Downloads View citations (28)
  3. R&D AND TECHNOLOGICAL INTERNATIONALISATION: EVIDENCE FROM A RANDOM COEFFICIENT TREATMENT MODEL
    Review of Applied Economics, 2012, 09, (1-2) Downloads
  4. The complementary nature of technological capabilities: Measurement and robustness issues
    Technological Forecasting and Social Change, 2012, 79, (5), 875-887 Downloads View citations (5)
  5. 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, 2012, 6, (4), 433-457 Downloads
  6. The differential impact of privately and publicly funded R&D on R&D investment and innovation: the Italian case
    Prometheus, 2012, 30, (1), 113-149 Downloads View citations (5)
    See also Working Paper (2010)

2011

  1. Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality
    Research Evaluation, 2011, 20, (1), 19-29 Downloads View citations (3)

2010

  1. Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects
    L'industria, 2010, (2), 307-334 Downloads View citations (2)
  2. Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature
    The Economic Record, 2010, 86, (274), 421-449 Downloads View citations (90)

2009

  1. MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY
    Economic Systems Research, 2009, 21, (4), 409-436 Downloads View citations (3)
    See also Working Paper (2007)

2008

  1. 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, 2008, 10, (2), 33-63 Downloads

2006

  1. 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, 2006, 96, (2), 79-128 Downloads View citations (1)

Books

2015

  1. Econometric Evaluation of Socio-Economic Programs
    Advanced Studies in Theoretical and Applied Econometrics, Springer View citations (26)

Chapters

2017

  1. Testing Stability of Regression Discontinuity Models
    A chapter in Regression Discontinuity Designs, 2017, vol. 38, pp 317-339 Downloads View citations (4)

Software Items

2021

  1. C_ML_STATA: Stata module to implement machine learning classification in Stata
    Statistical Software Components, Boston College Department of Economics Downloads
  2. R_ML_STATA: Stata module to implement machine learning regression in Stata
    Statistical Software Components, Boston College Department of Economics Downloads

2020

  1. CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial
    Statistical Software Components, Boston College Department of Economics Downloads
  2. NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method
    Statistical Software Components, Boston College Department of Economics Downloads
  3. SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods
    Statistical Software Components, Boston College Department of Economics Downloads
  4. SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods
    Statistical Software Components, Boston College Department of Economics Downloads
  5. SUBSET: Stata module to implement best covariates and stepwise subset selection
    Statistical Software Components, Boston College Department of Economics Downloads
  6. TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment
    Statistical Software Components, Boston College Department of Economics Downloads

2019

  1. SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator
    Statistical Software Components, Boston College Department of Economics Downloads

2018

  1. TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment
    Statistical Software Components, Boston College Department of Economics Downloads

2017

  1. CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment
    Statistical Software Components, Boston College Department of Economics Downloads View citations (2)
    See also Working Paper (2014)
  2. DATANET: Stata module to facilitate dataset organization for network analysis purposes
    Statistical Software Components, Boston College Department of Economics Downloads
  3. MKERN: Stata module to perform multivariate nonparametric kernel regression
    Statistical Software Components, Boston College Department of Economics Downloads
  4. RSCORE: Stata module for estimation of responsiveness scores
    Statistical Software Components, Boston College Department of Economics Downloads

2016

  1. TED: Stata module to test Stability of Regression Discontinuity Models
    Statistical Software Components, Boston College Department of Economics Downloads

2015

  1. NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions
    Statistical Software Components, Boston College Department of Economics Downloads
    See also Working Paper (2014)

2014

  1. IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect
    Statistical Software Components, Boston College Department of Economics Downloads

2012

  1. TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score
    Statistical Software Components, Boston College Department of Economics Downloads View citations (1)
 
Page updated 2021-01-20