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 5 51 0 4 13 65
A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 0 1 8 12 199
A Super-Learning Machine for Predicting Economic Outcomes 0 1 3 110 1 3 11 146
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 0 1 146 2 3 15 407
A responsiveness-based (composite) indicator with an application to countries’ innovative performance 0 0 0 27 1 6 13 112
Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game 0 0 1 41 2 5 8 146
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose-response approach 0 0 0 23 1 5 12 66
Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy 0 0 0 76 1 8 12 114
Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations 0 0 0 9 0 3 10 52
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 1 1 6 113 1 7 18 300
Data-driven decision making using Stata 0 0 0 6 0 3 10 24
Data-driven sensitivity analysis for matching estimators 0 0 0 39 1 6 10 95
Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach 0 0 0 144 0 3 9 494
Eco-innovation, firms’ growth, and the mediating role of export activities 0 1 2 29 0 6 14 48
Evaluating locally-based policies in the presence of neighbourhood effects: The case of touristic accommodation in the Garda district of Trentino 0 0 0 32 0 2 6 65
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 2 13 471
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 1 4 11 190
Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation 0 0 1 501 0 4 21 1,689
Heterogeneity of innovation strategies and firms’ performance 0 0 0 118 0 4 7 288
Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions 0 0 1 19 0 8 15 75
Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 0 1 383 3 22 36 1,803
Learning by exporting with a dose-response function 1 4 8 8 2 14 29 29
Machine learning using Stata/Python 0 1 1 87 1 8 13 174
Machine learning using Stata/Python 0 1 1 74 0 9 13 86
Managerial capacity in the innovation process and firm profitability 0 0 2 47 3 15 24 117
Measuring Intersectoral Knowledge Spillovers: an Application of Sensitivity Analysis to Italy 0 0 0 87 1 8 9 246
Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues 0 0 0 299 0 4 10 737
Nonparametric synthetic control method for program evaluation: model and Stata implementation 0 0 1 331 2 9 14 751
Optimal Policy Learning for Multi-Action Treatment with Risk Preference using Stata 0 0 0 0 1 2 5 5
Optimal Policy Learning: From Theory to Practice 0 0 0 7 0 5 7 34
Optimal policy learning for multiaction treatment and risk preference 0 0 1 1 1 3 9 9
Optimal policy learning using Stata 0 0 2 21 0 1 8 49
Optimal policy learning using Stata 0 0 3 6 0 6 12 21
Optimal policy learning with observational data in multiaction scenarios: Stata implementation 0 1 1 2 1 7 13 16
Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia 0 0 3 156 0 1 11 832
R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies 0 0 0 34 0 9 15 88
Risk-Adjusted Policy Learning and the Social Cost of Uncertainty: Theory and Evidence from CAP evaluation 0 0 6 6 0 2 5 5
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 0 3 11 2 6 11 30
TED: Stata Module for Testing Stability of Regression Discontinuity Models 0 0 1 194 0 4 11 449
The Economic Determinants of Crime: an Approach through Responsiveness Scores 0 0 5 171 1 13 53 711
The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence 0 0 0 19 1 5 8 46
The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach 0 0 0 64 1 5 16 166
The Redistributive Role of Non-profit Organizations 0 1 1 24 0 1 7 96
The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness 0 0 0 87 1 14 19 195
The Stata module for CUB models for rating data analysis 0 0 1 38 2 3 9 82
The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case 0 0 0 190 0 6 11 474
The new cate command: An overview 1 4 10 10 2 18 31 31
The redistributive role of non-profit organizations 0 1 1 93 0 7 8 426
Towards Data-driven Project design: Providing Optimal Treatment Rules for Development Projects 0 0 0 12 1 6 9 27
Using machine learning to map the European cleantech sector 0 0 0 15 1 9 14 41
Walrasian Tatonnement by Sequential Pairwise Trading: Convergence and Welfare Implications 0 0 0 22 5 17 20 112
contreatreg: A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 57 1 7 10 143
datanet: A Stata procedure to facilitate dataset organization for network analysis 0 0 1 49 1 8 14 200
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 1 4 135
nnls: Nonnegative least squares using Stata 0 1 1 4 1 5 11 17
ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 65 1 3 9 196
ntreatreg: a Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 92 0 2 4 230
rscore: a Stata module to compute responsiveness scores 0 0 0 27 0 4 9 89
treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score 0 0 0 62 0 7 14 194
Total Working Papers 3 17 77 4,613 48 370 775 14,138

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 0 6 8 27
A dose–response approach to evaluate the effects of different levels of partial credit guarantees 0 0 2 21 0 4 12 45
A dose–response evaluation of a regional R&D subsidies policy 0 0 2 9 6 7 13 27
A flexible Synthetic Control Method for modeling policy evaluation 0 0 0 79 0 6 12 192
An analysis of long-run relationship between ICT sectors and economic growth: evidence from ASEAN countries 0 0 0 3 0 5 6 21
Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game 0 0 0 19 1 9 14 141
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach 0 0 0 6 0 2 4 40
Benchmarking non-performing loans 0 1 2 21 0 1 8 86
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports 0 0 0 2 9 17 29 55
Data-driven sensitivity analysis for matching estimators 0 0 0 10 0 3 7 50
Do company-owned academic patents influence firm performance? Evidence from the Italian industry 0 0 1 6 2 2 7 23
Economic and business cycles with time varying in India: evidence from ICT sectors 0 0 1 4 0 0 4 20
Estimating responsiveness scores using rscore 0 0 0 13 1 4 6 62
Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata 0 0 0 110 1 4 12 264
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy 0 0 0 0 1 5 9 19
Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy 0 1 1 74 1 4 6 210
Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality 0 0 0 9 3 7 9 54
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 6 13 15
Fitting mixture models for feeling and uncertainty for rating data analysis 0 0 0 7 0 2 7 24
Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg 0 1 2 44 0 3 8 112
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects 0 0 1 14 0 3 11 71
Improving econometric prediction by machine learning 1 2 9 40 1 4 14 80
Leveraging artificial intelligence and machine learning analytics for development effectiveness: a comprehensive approach to extract insights from project data 0 0 7 7 0 5 20 20
MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY 0 0 0 24 0 8 8 100
Machine learning using Stata/Python 2 2 7 38 2 9 24 107
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature 0 0 3 131 0 17 30 305
Nonparametric synthetic control using the npsynth command 0 0 1 59 0 3 7 130
Optimal initial donor selection for the synthetic control method 0 2 4 4 1 7 12 19
Optimal policy learning using Stata 0 0 6 6 2 9 23 23
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues 0 0 2 9 0 5 10 24
R&D AND TECHNOLOGICAL INTERNATIONALISATION: EVIDENCE FROM A RANDOM COEFFICIENT TREATMENT MODEL 0 0 0 6 0 1 3 29
R&D Subsidization Effect and Network Centralization: Evidence from an Agent-Based Micro-Policy Simulation 0 0 0 4 0 0 2 37
Sequential pairwise trading: convergence and welfare implications 0 0 0 3 0 4 5 21
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 1 4 7 5 15 49 60
The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores 0 0 0 33 0 3 7 107
The complementary nature of technological capabilities: Measurement and robustness issues 0 0 0 2 1 6 8 30
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 6 8 21
The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis 0 0 3 28 0 2 8 125
The integration of the non-profit sector in a Social Accounting Matrix: methodological issues, empirical evidences and employment effects for Italy 0 0 1 33 1 3 8 82
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness 1 1 2 35 2 6 10 105
Towards data-driven project design: Providing optimal treatment rules for development projects 0 0 3 3 1 6 15 21
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 3 4 145
ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment 0 0 3 160 0 0 8 330
datanet: a Stata routine for organising a dataset for network analysis purposes 0 0 0 13 0 3 5 43
ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection 1 1 2 61 2 7 14 193
treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score 0 0 0 36 0 3 5 123
Total Journal Articles 5 12 69 1,240 43 235 512 3,838
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 5 15 328
Econometric Evaluation of Socio-Economic Programs 0 0 0 0 2 7 16 57
Total Books 0 0 0 13 2 12 31 385

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 1 1 1 1 4 7 19 48
Difference-in-Differences with Many Pre- and Post-Treatment Times 0 0 0 1 0 4 10 33
Heterogeneity of innovation strategies and firm performance 0 0 0 0 0 2 5 17
Local Average Treatment Effect and Regression-Discontinuity-Design 0 0 0 0 2 10 13 18
Methods Based on Selection on Observables 0 0 0 0 0 1 8 30
Methods Based on Selection on Unobservables 0 0 0 0 0 2 4 27
On Profit Differentials Between Persistent and Occasional Innovators: New Evidences from a Random-Coefficient Treatment Model 0 0 0 0 0 1 3 9
Synthetic Control Method 0 0 0 1 1 8 25 48
Testing Stability of Regression Discontinuity Models 0 0 1 42 1 5 11 200
The Heterogeneous Impact of Academic Patent Characteristics on Firms’ Economic Performance 0 0 0 0 1 7 8 11
The Role of Management Capacity in the Innovation Process for Firm Profitability 0 0 0 0 1 4 6 9
Total Chapters 1 1 2 45 10 51 112 450

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 1 1 10 570 2 9 33 1,617
CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial 0 0 1 33 1 2 7 219
C_ML_STATA_CV: Stata module to implement machine learning classification in Stata 0 0 10 163 3 12 84 880
DATANET: Stata module to facilitate dataset organization for network analysis purposes 0 0 1 127 2 5 18 620
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect 0 1 8 684 3 14 43 2,182
MKERN: Stata module to perform multivariate nonparametric kernel regression 0 0 1 129 1 6 16 984
NNLS: Stata module to compute non-negative least squares 0 3 6 17 6 23 55 120
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method 0 1 5 520 3 9 37 2,006
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions 0 0 1 135 0 3 15 562
OPL: Stata module for optimal policy learning and multi-action optimal policy learning 0 0 2 16 2 12 41 140
RSCORE: Stata module for estimation of responsiveness scores 0 0 1 44 2 4 13 340
R_ML_STATA_CV: Stata module to implement machine learning regression in Stata 0 0 10 181 5 20 89 871
SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods 1 2 16 112 2 8 39 523
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator 0 0 2 145 1 12 40 681
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods 0 1 10 117 0 5 36 578
SUBSET: Stata module to implement best covariates and stepwise subset selection 0 0 6 66 0 2 30 447
TED: Stata module to test Stability of Regression Discontinuity Models 0 1 3 339 5 10 25 1,463
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment 0 0 5 605 1 10 42 2,923
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score 0 0 0 302 1 2 10 1,233
TREEPLOT: Stata module to graph a tree in Stata 0 1 12 91 2 11 73 531
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment 0 1 7 1,213 2 7 60 4,922
Total Software Items 2 12 117 5,609 44 186 806 23,842
1 registered items for which data could not be found
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Statistics updated 2026-04-09