Access Statistics for Giovanni Cerulli

Author contact details at EconPapers.

Working Paper File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A Review of Machine Learning Commands in Stata: Performance and Usability Evaluation 0 0 2 51 4 4 13 69
A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 0 0 3 22 209
A Super-Learning Machine for Predicting Economic Outcomes 0 0 1 110 1 1 12 152
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” 0 3 3 149 2 5 19 417
A responsiveness-based (composite) indicator with an application to countries’ innovative performance 0 0 0 27 1 1 16 115
Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game 0 0 0 41 0 0 10 149
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose-response approach 0 0 1 24 2 2 14 70
Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy 0 0 0 76 0 0 17 120
Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations 0 0 0 9 2 2 9 55
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 0 0 2 113 1 1 17 306
Data-driven decision making using Stata 0 0 1 7 0 0 10 27
Data-driven sensitivity analysis for matching estimators 0 0 0 39 0 0 12 98
Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach 1 1 1 145 1 2 18 504
Eco-innovation, firms’ growth, and the mediating role of export activities 0 0 2 29 0 0 12 49
Evaluating locally-based policies in the presence of neighbourhood effects: The case of touristic accommodation in the Garda district of Trentino 0 0 1 33 0 0 10 69
Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey 0 0 2 176 0 0 17 476
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 0 0 1 60 0 0 15 194
Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation 0 0 2 502 0 0 23 1,695
Heterogeneity of innovation strategies and firms’ performance 0 0 0 118 0 0 13 294
Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions 0 0 0 19 1 2 15 78
Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 0 2 384 0 1 39 1,812
Learning by exporting with a dose-response function 0 0 4 8 1 1 29 36
Machine learning using Stata/Python 0 0 1 74 0 1 11 87
Machine learning using Stata/Python 0 0 1 87 0 0 14 177
Managerial capacity in the innovation process and firm profitability 0 0 1 47 1 1 27 121
Measuring Intersectoral Knowledge Spillovers: an Application of Sensitivity Analysis to Italy 0 0 0 87 0 0 9 246
Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues 0 0 0 299 3 5 14 744
Nonparametric synthetic control method for program evaluation: model and Stata implementation 1 1 2 332 1 1 15 753
Optimal Policy Learning for Multi-Action Treatment with Risk Preference using Stata 0 0 0 0 1 1 11 11
Optimal Policy Learning: From Theory to Practice 0 0 0 7 0 0 8 36
Optimal policy learning for multiaction treatment and risk preference 0 0 1 1 0 0 11 11
Optimal policy learning using Stata 0 0 0 21 0 0 12 56
Optimal policy learning using Stata 0 1 2 7 0 2 12 25
Optimal policy learning with observational data in multiaction scenarios: Stata implementation 0 0 1 2 2 3 15 20
Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia 0 0 0 156 0 1 7 834
R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies 0 0 0 34 1 1 16 92
Risk-Adjusted Policy Learning and the Social Cost of Uncertainty: Theory and Evidence from CAP evaluation 0 0 6 6 0 3 8 8
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 0 5 13 1 1 15 35
TED: Stata Module for Testing Stability of Regression Discontinuity Models 0 0 1 194 1 1 14 453
The Economic Determinants of Crime: an Approach through Responsiveness Scores 0 0 4 172 1 2 46 719
The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence 0 0 0 19 1 1 11 50
The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach 0 0 0 64 1 2 23 173
The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness 0 0 0 87 2 2 22 198
The Stata module for CUB models for rating data analysis 0 0 1 38 0 1 11 85
The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case 0 0 0 190 0 2 10 476
The new cate command: An overview 0 0 10 10 0 2 35 35
The redistributive role of non-profit organizations 0 0 1 93 0 0 11 429
Towards Data-driven Project design: Providing Optimal Treatment Rules for Development Projects 0 0 0 12 1 1 12 31
Using machine learning to map the European cleantech sector 0 0 1 16 1 3 23 52
Walrasian Tatonnement by Sequential Pairwise Trading: Convergence and Welfare Implications 0 0 0 22 0 1 26 118
contreatreg: A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 57 0 1 16 149
datanet: A Stata procedure to facilitate dataset organization for network analysis 0 0 0 49 0 1 16 204
ivtreatreg: A new Stata command for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 0 0 38 0 0 5 136
nnls: Nonnegative least squares using Stata 0 0 1 4 0 1 12 19
ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 65 0 1 9 197
ntreatreg: a Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 1 1 93 0 1 5 232
rscore: a Stata module to compute responsiveness scores 0 0 0 27 1 1 11 92
treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score 0 0 0 62 0 0 14 195
Total Working Papers 2 7 65 4,605 35 69 899 14,293
1 registered items for which data could not be found

Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A dose response evaluation of regional incentives to R%D 0 0 0 9 1 4 15 36
A dose–response approach to evaluate the effects of different levels of partial credit guarantees 1 3 4 24 2 5 16 52
A dose–response evaluation of a regional R&D subsidies policy 0 1 3 11 0 1 14 29
A flexible Synthetic Control Method for modeling policy evaluation 0 1 2 81 1 3 16 198
An analysis of long-run relationship between ICT sectors and economic growth: evidence from ASEAN countries 0 0 0 3 0 1 7 22
Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game 0 0 0 19 1 3 20 147
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach 0 0 0 6 1 2 8 44
Benchmarking non-performing loans 0 0 1 21 0 1 10 90
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports 0 0 0 2 1 2 33 63
Data-driven sensitivity analysis for matching estimators 0 0 0 10 0 0 8 52
Do company-owned academic patents influence firm performance? Evidence from the Italian industry 0 0 0 6 0 0 10 29
Economic and business cycles with time varying in India: evidence from ICT sectors 0 1 1 5 0 2 5 22
Estimating responsiveness scores using rscore 0 0 0 13 0 0 6 62
Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata 0 0 0 110 1 2 15 269
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy 0 0 1 1 2 2 14 24
Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy 0 0 1 74 1 1 8 214
Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality 0 0 0 9 0 0 11 56
Financial Performance Among Top10 Automotive Leaders in the EU: Essential Techniques to Investigate the Structure of Moments While Using the GMM with Dynamic Panel Data 0 0 0 2 0 1 21 23
Fitting mixture models for feeling and uncertainty for rating data analysis 0 0 0 7 0 1 12 29
Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg 0 0 2 44 0 1 11 115
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects 0 0 1 14 1 1 13 73
Improving econometric prediction by machine learning 1 1 8 41 3 4 17 85
Leveraging artificial intelligence and machine learning analytics for development effectiveness: a comprehensive approach to extract insights from project data 0 1 5 8 0 1 16 21
MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY 0 0 0 24 0 0 11 103
Machine learning using Stata/Python 0 0 3 38 1 1 20 110
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature 0 0 2 132 0 1 28 308
Nonparametric synthetic control using the npsynth command 0 0 1 59 0 0 5 131
Optimal initial donor selection for the synthetic control method 0 0 4 5 2 3 20 29
Optimal policy learning using Stata 0 0 2 6 1 5 22 30
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues 0 0 2 9 2 4 15 30
R&D AND TECHNOLOGICAL INTERNATIONALISATION: EVIDENCE FROM A RANDOM COEFFICIENT TREATMENT MODEL 0 0 0 6 1 2 6 33
R&D Subsidization Effect and Network Centralization: Evidence from an Agent-Based Micro-Policy Simulation 0 0 0 4 1 2 6 42
Sequential pairwise trading: convergence and welfare implications 0 0 0 3 0 0 7 23
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 3 8 11 1 8 51 77
The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores 0 0 0 33 0 0 6 108
The complementary nature of technological capabilities: Measurement and robustness issues 0 0 0 2 0 1 13 35
The different impact on scientific output of academic-owned vs. academic-invented patents: evidence from a panel of Italian academic inventors 0 0 0 4 0 0 8 21
The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis 0 0 2 28 0 0 12 130
The integration of the non-profit sector in a Social Accounting Matrix: methodological issues, empirical evidences and employment effects for Italy 1 1 2 34 1 2 12 86
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness 0 0 2 35 1 3 14 110
Towards data-driven project design: Providing optimal treatment rules for development projects 0 1 4 4 0 5 21 29
Una Matrice di Contabilità Sociale per il welfare mix: l'integrazione del settore non-profit. Prime verifiche empiriche ed effetti occupazionali per l'Italia 0 0 0 32 0 1 6 147
ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment 0 0 0 160 0 0 6 332
datanet: a Stata routine for organising a dataset for network analysis purposes 0 0 0 13 0 1 7 45
ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection 0 0 1 61 2 3 17 198
treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score 0 0 0 36 1 3 8 127
Total Journal Articles 3 13 62 1,259 29 83 627 4,039
1 registered items for which data could not be found

Book File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
Econometric Evaluation of Socio-Economic Programs 0 0 0 13 0 2 18 335
Econometric Evaluation of Socio-Economic Programs 0 0 0 0 0 0 13 59
Total Books 0 0 0 13 0 2 31 394

Chapter File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
An Introduction to the Econometrics of Program Evaluation 0 0 1 1 1 2 17 51
Difference-in-Differences with Many Pre- and Post-Treatment Times 0 0 0 1 2 2 12 36
Heterogeneity of innovation strategies and firm performance 0 0 0 0 0 0 9 21
Local Average Treatment Effect and Regression-Discontinuity-Design 0 0 0 0 0 0 15 22
Methods Based on Selection on Observables 0 0 0 0 0 0 8 33
Methods Based on Selection on Unobservables 0 0 0 0 0 0 6 29
On Profit Differentials Between Persistent and Occasional Innovators: New Evidences from a Random-Coefficient Treatment Model 0 0 0 0 0 0 3 9
Synthetic Control Method 0 0 0 1 0 0 24 55
Testing Stability of Regression Discontinuity Models 0 0 0 42 0 0 13 204
The Heterogeneous Impact of Academic Patent Characteristics on Firms’ Economic Performance 0 0 0 0 0 0 9 13
The Role of Management Capacity in the Innovation Process for Firm Profitability 0 0 0 0 0 0 7 10
Total Chapters 0 0 1 45 3 4 123 483

Software Item File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 0 2 7 572 1 5 30 1,624
CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial 0 0 0 33 0 1 11 226
C_ML_STATA_CV: Stata module to implement machine learning classification in Stata 0 0 4 164 2 5 54 895
DATANET: Stata module to facilitate dataset organization for network analysis purposes 0 0 0 127 4 4 16 626
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect 1 2 6 686 3 7 38 2,193
MKERN: Stata module to perform multivariate nonparametric kernel regression 0 0 0 129 2 2 13 989
NNLS: Stata module to compute non-negative least squares 0 0 3 17 2 5 58 141
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method 0 1 4 521 1 2 23 2,010
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions 0 0 1 135 0 0 9 564
OPL: Stata module for optimal policy learning and multi-action optimal policy learning 0 0 1 16 0 2 27 146
RSCORE: Stata module for estimation of responsiveness scores 0 0 1 44 2 2 18 348
R_ML_STATA_CV: Stata module to implement machine learning regression in Stata 1 1 4 183 2 4 63 888
SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods 0 0 6 114 1 2 22 529
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator 0 0 1 145 1 1 24 686
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods 0 2 5 119 2 7 27 594
SUBSET: Stata module to implement best covariates and stepwise subset selection 0 0 3 67 0 2 24 456
TED: Stata module to test Stability of Regression Discontinuity Models 0 1 4 341 1 4 28 1,472
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment 0 0 1 605 0 0 25 2,928
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score 0 0 0 302 0 0 10 1,236
TREEPLOT: Stata module to graph a tree in Stata 0 0 3 91 0 2 41 542
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment 0 0 5 1,213 0 1 38 4,927
Total Software Items 2 9 59 5,624 24 58 599 24,020
1 registered items for which data could not be found
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Statistics updated 2026-09-10