← All authors Giovanni Cerulli Research Institute on Sustainable Economic Growth (from arXiv:2510.05007, 2025) · ORCID · OpenAlex
55 papers in scope · 53 published · 2 on the econ.EM arXiv · 1,197 citations · h-index 18 (over the papers listed here)
Papers (3 of 55)
published 2026 · Machine Learning with Applications · 1 citations · first circulated 2025
with Francesco Caracciolo
Ensuring generalizability in monitoring and evaluation: extrapolation of treatment effects to larger populations using idiosyncratic effects estimation
published 2026 · Quality & Quantity
with Alessandra Garbero, Grayson Sakos
working paper 2025 · arXiv
Optimal policy learning using Stata
published 2025 · The Stata Journal Promoting communications on statistics and Stata · 1 citations
Eco-innovation, firms’ employment growth, and the mediating role of export activities
published 2025 · Eurasian Economic Review · 4 citations
with Serenella Caravella, Francesco Crespi, Eleonora Pierucci
Optimal initial donor selection for the synthetic control method
published 2024 · Economics Letters · 2 citations
Sources of financing: Which ones are more effective in innovation–growth linkage?
published 2024 · Economic Systems · 33 citations
with Anabela Santos, Michele Cincera
Link prediction and feature relevance in knowledge networks: A machine learning approach
published 2023 · PLoS ONE · 15 citations
with Antonio Zinilli
The drivers of GHG emissions: A novel approach to estimate emissions using nonparametric analysis
published 2023 · Gondwana Research · 36 citations
with Cosimo Magazzino, Ilham Haouas, John Onolame Unuofin, Samuel Asumadu Sarkodie
The nexus between agricultural land use, urbanization, and greenhouse gas emissions: Novel implications from different stages of income levels
published 2023 · Atmospheric Pollution Research · 67 citations
with Cosimo Magazzino, Umer Shahzad, Salahuddin Khan
Towards data-driven project design: Providing optimal treatment rules for development projects
published 2023 · Socio-Economic Planning Sciences · 5 citations
with Alessandra Garbero, Grayson Sakos
Machine learning prediction of academic collaboration networks
published 2022 · Scientific Reports · 29 citations
with Giuliano Resce, Antonio Zinilli
Machine learning using Stata/Python
published 2022 · The Stata Journal Promoting communications on statistics and Stata · 11 citations · first circulated 2021
Fitting mixture models for feeling and uncertainty for rating data analysis
published 2022 · The Stata Journal Promoting communications on statistics and Stata · 6 citations
with Rosaria Simone, Francesca Di Iorio, Domenico Piccolo, Christopher F. Baum
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues
published 2022 · Applied Economics Letters · 5 citations
A dose response evaluation of regional incentives to R&D
published 2022 · International Journal of Computational Economics and Econometrics
with Raffaele Spallone
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports
published 2021 · Italian Economic Journal · 2 citations
with Silvia Nenci, Luca Salvatici, Antonio Zinilli
Do company-owned academic patents influence firm performance? Evidence from the Italian industry
published 2021 · The Journal of Technology Transfer · 16 citations
with Giovanni Marin, Eleonora Pierucci, Bianca Potì
Nonparametric synthetic control using the npsynth command
published 2020 · The Stata Journal Promoting communications on statistics and Stata · 3 citations
working paper 2020 · arXiv · 1 citations
A dose–response approach to evaluate the effects of different levels of partial credit guarantees
published 2020 · Applied Economics · 19 citations
Improving econometric prediction by machine learning
published 2020 · Applied Economics Letters · 17 citations
Benchmarking non-performing loans
published 2020 · European Journal of Finance · 15 citations
with Vincenzo D’Apice, Franco Fiordelisi, Francesco Masala
A dose–response evaluation of a regional R&D subsidies policy
published 2020 · Economics of Innovation and New Technology · 15 citations
with Marco Corsino, Roberto Gabriele, Anna Giunta
Economic and business cycles with time varying in India: evidence from ICT sectors
published 2020 · International Journal of Computational Economics and Econometrics
with Chukiat Chaiboonsri, Satawat Wannapan
An analysis of long-run relationship between ICT sectors and economic growth: evidence from ASEAN countries
published 2019 · International Journal of Computational Economics and Econometrics
with Chukiat Chaiboonsri, Satawat Wannapan
Data-driven sensitivity analysis for matching estimators
published 2019 · Economics Letters · 7 citations · first circulated 2018
Estimation of pre-and posttreatment average treatment effects with binary time-varying treatment using Stata
published 2019 · The Stata Journal Promoting communications on statistics and Stata · 81 citations
A flexible Synthetic Control Method for modeling policy evaluation
published 2019 · Economics Letters · 20 citations
The determinants of CO 2 emissions in MENA countries: a responsiveness scores approach
published 2019 · International Journal of Sustainable Development & World Ecology · 114 citations
with Cosimo Magazzino
The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis
published 2018 · Economia Politica · 4 citations
with Bianca Potì, Raffaele Spallone
Identification and Estimation of Treatment Effects in the Presence of (Correlated) Neighborhood Interactions: Model and Stata Implementation via Ntreatreg
published 2017 · The Stata Journal Promoting communications on statistics and Stata · 16 citations
Data-Adaptive Estimation for Double-Robust Methods in Population-Based Cancer Epidemiology: Risk Differences for Lung Cancer Mortality by Emergency Presentation
published 2017 · American Journal of Epidemiology · 22 citations
with Miguel Ángel Luque-Fernández, Aurélien Belot, Linda Valeri, Camille Maringe, Bernard Rachet
Estimating Responsiveness Scores Using Rscore
published 2017 · The Stata Journal Promoting communications on statistics and Stata · 6 citations
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach
published 2017 · Papers of the Regional Science Association · 28 citations
with Andrea Filippetti
R&D Subsidization Effect and Network Centralization: Evidence from an Agent-Based Micro-Policy Simulation
published 2017 · Journal of Artificial Societies and Social Simulation · 5 citations
with Pier Paolo Angelini, Federico Cecconi, Maria-Augusta Miceli, Bianca Potì
datanet: a Stata routine for organising a dataset for network analysis purposes
published 2017 · International Journal of Computational Economics and Econometrics · 1 citations
with Antonio Zinilli
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness
published 2016 · Industry and Innovation · 41 citations · first circulated 2015
with Roberto Gabriele, Bianca Potì
Sequential pairwise trading: convergence and welfare implications
published 2015 · International Journal of Computational Economics and Econometrics · first circulated 2013
with Maria-Augusta Miceli, Federico Cecconi
ctreatreg: Command for Fitting Dose–response Models under Exogenous and Endogenous Treatment
published 2015 · The Stata Journal Promoting communications on statistics and Stata · 76 citations
Ivtreatreg: A Command for Fitting Binary Treatment Models with Heterogeneous Response to Treatment and Unobservable Selection
published 2014 · The Stata Journal Promoting communications on statistics and Stata · 95 citations
Treatrew: A User-Written Command for Estimating Average Treatment Effects by Reweighting on the Propensity Score
published 2014 · The Stata Journal Promoting communications on statistics and Stata · 18 citations · first circulated 2012
The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores
published 2014 · World Development · 20 citations
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy
published 2012 · Journal of Applied Economics · 64 citations
with Bianca Potì
The differential impact of privately and publicly funded R&D on R&D investment and innovation: the Italian case
published 2012 · Prometheus · 37 citations · first circulated 2010
with Bianca Potì
The complementary nature of technological capabilities: Measurement and robustness issues
published 2012 · Technological Forecasting and Social Change · 19 citations
with Andrea Filippetti
Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game
published 2012 · Journal of Artificial Societies and Social Simulation · 6 citations · first circulated 2010
Designing ex-post assessment of corporate RDI policies: conceptualisation, indicators and modelling
published 2012 · World Review of Science Technology and Sustainable Development · 7 citations
with Bianca Potì
The different impact on scientific output of academic-owned vs. academic-invented patents: evidence from a panel of Italian academic inventors
published 2012 · International Journal of Business Innovation and Research · 1 citations
with Bianca Potì, Sandra Romagnosi
Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality
published 2011 · Research Evaluation · 12 citations
with Bianca Potì
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature*
published 2010 · Economic Record · 165 citations
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects
published 2010 · L'industria · 1 citations
with Bianca Potì
Substitutability vs. Complementarity: Rethinking STI Composite Indicators Building with an Application of Sensitivity Analysis
published 2010 · Procedia - Social and Behavioral Sciences · 10 citations
with Andrea Filippetti
MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY
published 2009 · Economic Systems Research · 18 citations · first circulated 2007
with Bianca Potì
The integration of the non-profit sector in a Social Accounting Matrix: methodological issues, empirical evidences and employment effects for Italy
published 2008 · Rivista di statistica ufficiale
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