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 3 13 51 0 4 17 58
A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 0 1 1 3 188
A Super-Learning Machine for Predicting Economic Outcomes 0 0 7 109 1 2 12 142
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 3 146 2 4 20 401
A responsiveness-based (composite) indicator with an application to countries’ innovative performance 0 0 0 27 0 0 0 99
Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game 0 0 1 41 1 1 3 140
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose-response approach 0 0 0 23 1 2 5 57
Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy 0 0 0 76 1 1 4 104
Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations 0 0 1 9 2 2 12 48
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 1 3 6 112 1 4 11 290
Data-driven decision making using Stata 0 0 4 6 0 1 11 17
Data-driven sensitivity analysis for matching estimators 0 0 0 39 1 1 5 87
Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach 0 0 1 144 1 3 8 488
Eco-innovation, firms’ growth, and the mediating role of export activities 0 0 4 27 0 0 13 37
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 2 2 2 61
Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey 1 1 3 175 3 3 6 462
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 1 1 3 60 2 2 7 181
Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation 0 1 5 501 1 4 17 1,674
Heterogeneity of innovation strategies and firms’ performance 0 0 0 118 1 1 3 282
Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions 0 0 1 19 0 1 4 64
Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 1 1 383 0 5 14 1,776
Learning by exporting with a dose-response function 0 1 4 4 0 6 9 9
Machine learning using Stata/Python 0 0 1 86 1 1 6 164
Machine learning using Stata/Python 0 0 3 73 0 1 8 76
Managerial capacity in the innovation process and firm profitability 0 0 1 46 2 2 4 96
Measuring Intersectoral Knowledge Spillovers: an Application of Sensitivity Analysis to Italy 0 0 0 87 0 0 0 237
Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues 0 0 2 299 1 3 8 732
Nonparametric synthetic control method for program evaluation: model and Stata implementation 0 1 3 331 0 2 6 739
Optimal Policy Learning for Multi-Action Treatment with Risk Preference using Stata 0 0 0 0 1 1 1 1
Optimal Policy Learning: From Theory to Practice 0 0 0 7 1 1 4 29
Optimal policy learning for multiaction treatment and risk preference 0 0 0 0 2 2 2 2
Optimal policy learning using Stata 0 1 4 21 0 3 11 46
Optimal policy learning using Stata 1 1 3 6 1 2 10 14
Optimal policy learning with observational data in multiaction scenarios: Stata implementation 0 0 0 1 0 2 3 5
Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia 0 0 3 156 0 4 14 829
R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies 0 0 1 34 1 2 7 77
Risk-Adjusted Policy Learning and the Social Cost of Uncertainty: Theory and Evidence from CAP evaluation 6 6 6 6 1 1 1 1
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 2 3 10 0 2 6 22
TED: Stata Module for Testing Stability of Regression Discontinuity Models 1 1 1 194 2 2 6 441
The Economic Determinants of Crime: an Approach through Responsiveness Scores 1 1 10 169 7 15 60 686
The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence 0 0 0 19 1 1 2 40
The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach 0 0 1 64 6 7 10 157
The Redistributive Role of Non-profit Organizations 0 0 0 23 0 0 2 91
The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness 0 0 0 87 0 0 1 176
The Stata module for CUB models for rating data analysis 0 1 3 38 0 2 5 75
The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case 0 0 0 190 0 1 5 466
The new cate command: An overview 0 1 1 1 1 4 4 4
The redistributive role of non-profit organizations 0 0 0 92 0 0 0 418
Towards Data-driven Project design: Providing Optimal Treatment Rules for Development Projects 0 0 0 12 0 1 2 19
Using machine learning to map the European cleantech sector 0 0 1 15 1 2 8 31
Walrasian Tatonnement by Sequential Pairwise Trading: Convergence and Welfare Implications 0 0 0 22 1 1 1 93
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 0 0 133
datanet: A Stata procedure to facilitate dataset organization for network analysis 0 0 1 49 2 2 5 190
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 0 131
nnls: Nonnegative least squares using Stata 0 0 1 3 2 2 7 9
ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 65 1 2 2 189
ntreatreg: a Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 92 0 1 1 227
rscore: a Stata module to compute responsiveness scores 0 0 0 27 2 2 5 83
treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score 0 0 0 62 1 1 3 182
Total Working Papers 12 26 106 4,584 59 125 406 13,576

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 2 9 0 0 5 21
A dose–response approach to evaluate the effects of different levels of partial credit guarantees 1 1 4 21 3 4 11 40
A dose–response evaluation of a regional R&D subsidies policy 0 1 4 9 2 3 6 18
A flexible Synthetic Control Method for modeling policy evaluation 0 0 0 79 1 1 5 183
An analysis of long-run relationship between ICT sectors and economic growth: evidence from ASEAN countries 0 0 0 3 1 1 1 16
Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game 0 0 0 19 0 0 3 127
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach 0 0 0 6 0 1 4 37
Benchmarking non-performing loans 0 0 3 20 1 1 13 81
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports 0 0 0 2 1 2 8 31
Data-driven sensitivity analysis for matching estimators 0 0 1 10 2 2 4 46
Do company-owned academic patents influence firm performance? Evidence from the Italian industry 0 0 1 6 0 1 4 20
Economic and business cycles with time varying in India: evidence from ICT sectors 0 0 1 4 1 1 3 18
Estimating responsiveness scores using rscore 0 0 0 13 1 1 2 57
Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata 0 0 2 110 0 2 8 255
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy 0 0 0 0 0 0 1 10
Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy 0 0 4 73 0 0 8 206
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 0 45
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 2 2 3 3 5 5
Fitting mixture models for feeling and uncertainty for rating data analysis 0 0 2 7 1 1 4 18
Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg 0 0 1 42 0 0 2 104
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects 1 1 1 14 3 3 4 63
Improving econometric prediction by machine learning 0 1 5 33 1 2 8 69
Leveraging artificial intelligence and machine learning analytics for development effectiveness: a comprehensive approach to extract insights from project data 2 4 7 7 5 8 12 12
MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY 0 0 0 24 0 0 0 92
Machine learning using Stata/Python 0 0 9 35 2 5 25 94
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature 0 1 2 130 1 3 10 282
Nonparametric synthetic control using the npsynth command 0 0 1 58 0 1 4 126
Optimal initial donor selection for the synthetic control method 0 1 1 1 1 3 10 10
Optimal policy learning using Stata 1 2 5 5 1 4 10 10
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues 0 2 3 9 0 2 5 17
R&D AND TECHNOLOGICAL INTERNATIONALISATION: EVIDENCE FROM A RANDOM COEFFICIENT TREATMENT MODEL 0 0 0 6 0 1 1 27
R&D Subsidization Effect and Network Centralization: Evidence from an Agent-Based Micro-Policy Simulation 0 0 0 4 1 2 2 37
Sequential pairwise trading: convergence and welfare implications 0 0 0 3 0 0 0 16
Sources of financing: Which ones are more effective in innovation–growth linkage? 1 1 4 4 5 16 30 34
The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores 0 0 0 33 0 1 2 102
The complementary nature of technological capabilities: Measurement and robustness issues 0 0 0 2 0 0 0 22
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 0 13
The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis 1 1 3 27 2 2 6 120
The integration of the non-profit sector in a Social Accounting Matrix: methodological issues, empirical evidences and employment effects for Italy 1 1 1 33 1 2 5 76
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness 1 1 2 34 1 1 6 97
Towards data-driven project design: Providing optimal treatment rules for development projects 1 2 2 2 2 5 6 12
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 0 3 141
ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment 0 0 6 160 2 4 11 329
datanet: a Stata routine for organising a dataset for network analysis purposes 0 0 1 13 0 0 2 38
ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection 0 0 1 60 0 0 4 181
treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score 0 0 1 36 0 0 3 119
Total Journal Articles 10 20 82 1,213 45 89 266 3,477
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 3 13 1 2 25 319
Econometric Evaluation of Socio-Economic Programs 0 0 0 0 0 1 11 47
Total Books 0 0 3 13 1 3 36 366

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 0 0 2 9 14 39
Difference-in-Differences with Many Pre- and Post-Treatment Times 0 0 0 1 0 2 3 25
Heterogeneity of innovation strategies and firm performance 0 0 0 0 0 0 2 12
Local Average Treatment Effect and Regression-Discontinuity-Design 0 0 0 0 1 1 3 8
Methods Based on Selection on Observables 0 0 0 0 1 2 6 26
Methods Based on Selection on Unobservables 0 0 0 0 0 0 6 23
On Profit Differentials Between Persistent and Occasional Innovators: New Evidences from a Random-Coefficient Treatment Model 0 0 0 0 0 0 1 6
Synthetic Control Method 0 0 1 1 3 4 18 35
Testing Stability of Regression Discontinuity Models 0 0 1 42 0 1 5 192
The Heterogeneous Impact of Academic Patent Characteristics on Firms’ Economic Performance 0 0 0 0 0 0 1 4
The Role of Management Capacity in the Innovation Process for Firm Profitability 0 0 0 0 1 1 1 4
Total Chapters 0 0 2 44 8 20 60 374

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 1 11 566 6 10 34 1,602
CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial 0 0 1 33 0 0 5 215
C_ML_STATA_CV: Stata module to implement machine learning classification in Stata 2 4 28 163 5 18 153 850
DATANET: Stata module to facilitate dataset organization for network analysis purposes 0 0 3 127 2 5 21 613
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect 2 3 13 683 8 11 47 2,164
MKERN: Stata module to perform multivariate nonparametric kernel regression 0 0 5 129 1 1 19 977
NNLS: Stata module to compute non-negative least squares 0 0 11 14 2 7 42 86
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method 0 1 8 518 3 8 40 1,992
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions 0 0 0 134 2 5 15 558
OPL: Stata module for optimal policy learning 0 1 1 15 2 6 40 122
OPL_MA: Stata module for multi-action optimal policy learning 0 0 0 0 6 6 6 6
RSCORE: Stata module for estimation of responsiveness scores 0 1 3 44 1 4 16 333
R_ML_STATA_CV: Stata module to implement machine learning regression in Stata 0 2 23 180 9 19 120 839
SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods 0 4 19 108 1 11 62 511
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator 1 2 9 145 3 7 49 666
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods 0 2 18 115 0 11 57 569
SUBSET: Stata module to implement best covariates and stepwise subset selection 2 2 12 66 8 14 46 442
TED: Stata module to test Stability of Regression Discontinuity Models 0 1 4 337 4 6 25 1,449
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment 0 0 7 604 2 4 48 2,905
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score 0 0 0 302 0 0 8 1,226
TREEPLOT: Stata module to graph a tree in Stata 0 3 21 89 6 18 114 511
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment 2 5 14 1,212 9 24 82 4,908
Total Software Items 9 32 211 5,584 80 195 1,049 23,544

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Statistics updated 2025-11-08