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 7 51 2 5 15 63
A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 0 6 9 12 197
A Super-Learning Machine for Predicting Economic Outcomes 1 1 3 110 2 3 10 145
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 1 4 24 405
A responsiveness-based (composite) indicator with an application to countries’ innovative performance 0 0 0 27 5 12 12 111
Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game 0 0 1 41 2 3 6 143
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose-response approach 0 0 0 23 3 7 11 64
Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy 0 0 0 76 4 6 9 110
Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations 0 0 0 9 3 4 10 52
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 0 0 6 112 5 8 18 298
Data-driven decision making using Stata 0 0 1 6 2 6 12 23
Data-driven sensitivity analysis for matching estimators 0 0 0 39 3 5 9 92
Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach 0 0 1 144 2 5 12 493
Eco-innovation, firms’ growth, and the mediating role of export activities 0 1 2 28 5 10 17 47
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 1 3 5 64
Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey 0 1 4 176 2 9 15 471
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 2 7 11 188
Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation 0 0 2 501 3 14 22 1,688
Heterogeneity of innovation strategies and firms’ performance 0 0 0 118 4 6 8 288
Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions 0 0 1 19 6 9 13 73
Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 0 1 383 18 23 33 1,799
Learning by exporting with a dose-response function 2 2 6 6 7 13 22 22
Machine learning using Stata/Python 0 0 0 86 4 6 9 170
Machine learning using Stata/Python 0 0 0 73 4 5 10 81
Managerial capacity in the innovation process and firm profitability 0 1 2 47 8 14 18 110
Measuring Intersectoral Knowledge Spillovers: an Application of Sensitivity Analysis to Italy 0 0 0 87 6 7 7 244
Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues 0 0 1 299 2 3 9 735
Nonparametric synthetic control method for program evaluation: model and Stata implementation 0 0 2 331 7 10 14 749
Optimal Policy Learning for Multi-Action Treatment with Risk Preference using Stata 0 0 0 0 1 3 4 4
Optimal Policy Learning: From Theory to Practice 0 0 0 7 1 1 4 30
Optimal policy learning for multiaction treatment and risk preference 0 1 1 1 2 6 8 8
Optimal policy learning using Stata 0 0 3 6 4 5 13 19
Optimal policy learning using Stata 0 0 2 21 0 2 8 48
Optimal policy learning with observational data in multiaction scenarios: Stata implementation 1 1 1 2 5 9 12 14
Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia 0 0 3 156 1 3 13 832
R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies 0 0 0 34 6 8 14 85
Risk-Adjusted Policy Learning and the Social Cost of Uncertainty: Theory and Evidence from CAP evaluation 0 0 6 6 2 4 5 5
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 1 3 11 2 4 8 26
TED: Stata Module for Testing Stability of Regression Discontinuity Models 0 0 1 194 2 6 9 447
The Economic Determinants of Crime: an Approach through Responsiveness Scores 0 2 6 171 10 22 57 708
The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence 0 0 0 19 1 2 4 42
The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach 0 0 1 64 3 7 16 164
The Redistributive Role of Non-profit Organizations 0 0 0 23 0 4 6 95
The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness 0 0 0 87 11 16 17 192
The Stata module for CUB models for rating data analysis 0 0 1 38 1 5 8 80
The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case 0 0 0 190 4 6 11 472
The new cate command: An overview 3 8 9 9 15 24 28 28
The redistributive role of non-profit organizations 0 0 0 92 5 6 6 424
Towards Data-driven Project design: Providing Optimal Treatment Rules for Development Projects 0 0 0 12 3 5 6 24
Using machine learning to map the European cleantech sector 0 0 1 15 7 8 14 39
Walrasian Tatonnement by Sequential Pairwise Trading: Convergence and Welfare Implications 0 0 0 22 8 10 11 103
contreatreg: A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 57 5 8 8 141
datanet: A Stata procedure to facilitate dataset organization for network analysis 0 0 1 49 4 6 11 196
ivtreatreg: A new Stata command for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 0 0 38 1 4 4 135
nnls: Nonnegative least squares using Stata 0 0 1 3 2 5 9 14
ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 65 1 5 7 194
ntreatreg: a Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 92 2 3 4 230
rscore: a Stata module to compute responsiveness scores 0 0 0 27 4 6 10 89
treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score 0 0 0 62 2 7 10 189
Total Working Papers 7 19 84 4,603 234 426 718 14,002

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 6 6 8 27
A dose–response approach to evaluate the effects of different levels of partial credit guarantees 0 0 2 21 2 3 12 43
A dose–response evaluation of a regional R&D subsidies policy 0 0 2 9 1 3 7 21
A flexible Synthetic Control Method for modeling policy evaluation 0 0 0 79 5 8 12 191
An analysis of long-run relationship between ICT sectors and economic growth: evidence from ASEAN countries 0 0 0 3 4 4 5 20
Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game 0 0 0 19 6 11 11 138
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach 0 0 0 6 2 3 4 40
Benchmarking non-performing loans 1 1 3 21 1 5 14 86
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports 0 0 0 2 6 13 20 44
Data-driven sensitivity analysis for matching estimators 0 0 0 10 2 3 6 49
Do company-owned academic patents influence firm performance? Evidence from the Italian industry 0 0 1 6 0 1 5 21
Economic and business cycles with time varying in India: evidence from ICT sectors 0 0 1 4 0 2 5 20
Estimating responsiveness scores using rscore 0 0 0 13 2 3 5 60
Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata 0 0 1 110 1 6 11 261
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy 0 0 0 0 3 7 7 17
Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy 0 0 3 73 2 2 8 208
Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality 0 0 0 9 3 5 5 50
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 1 2 3 7 11 12
Fitting mixture models for feeling and uncertainty for rating data analysis 0 0 1 7 0 4 7 22
Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg 1 2 2 44 3 8 9 112
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects 0 0 1 14 3 8 12 71
Improving econometric prediction by machine learning 1 6 9 39 3 10 15 79
Leveraging artificial intelligence and machine learning analytics for development effectiveness: a comprehensive approach to extract insights from project data 0 0 7 7 4 7 19 19
MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY 0 0 0 24 6 6 6 98
Machine learning using Stata/Python 0 1 7 36 4 8 24 102
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature 0 1 3 131 17 23 32 305
Nonparametric synthetic control using the npsynth command 0 1 2 59 2 3 7 129
Optimal initial donor selection for the synthetic control method 1 2 3 3 2 4 10 14
Optimal policy learning using Stata 0 1 6 6 6 10 20 20
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues 0 0 2 9 3 5 9 22
R&D AND TECHNOLOGICAL INTERNATIONALISATION: EVIDENCE FROM A RANDOM COEFFICIENT TREATMENT MODEL 0 0 0 6 1 2 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 4 5 5 21
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 2 4 6 5 16 43 50
The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores 0 0 0 33 3 5 7 107
The complementary nature of technological capabilities: Measurement and robustness issues 0 0 0 2 2 4 4 26
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 4 6 6 19
The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis 0 1 4 28 2 5 11 125
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 4 7 80
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness 0 0 1 34 4 6 9 103
Towards data-driven project design: Providing optimal treatment rules for development projects 0 1 3 3 5 8 14 20
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 2 3 6 144
ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment 0 0 4 160 0 1 9 330
datanet: a Stata routine for organising a dataset for network analysis purposes 0 0 0 13 3 5 5 43
ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection 0 0 1 60 4 9 12 190
treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score 0 0 0 36 3 4 6 123
Total Journal Articles 4 19 75 1,232 145 271 475 3,748
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 1 13 4 8 17 327
Econometric Evaluation of Socio-Economic Programs 0 0 0 0 4 7 14 54
Total Books 0 0 1 13 8 15 31 381

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 4 16 43
Difference-in-Differences with Many Pre- and Post-Treatment Times 0 0 0 1 2 6 9 31
Heterogeneity of innovation strategies and firm performance 0 0 0 0 2 5 5 17
Local Average Treatment Effect and Regression-Discontinuity-Design 0 0 0 0 8 8 11 16
Methods Based on Selection on Observables 0 0 0 0 1 4 9 30
Methods Based on Selection on Unobservables 0 0 0 0 2 4 7 27
On Profit Differentials Between Persistent and Occasional Innovators: New Evidences from a Random-Coefficient Treatment Model 0 0 0 0 0 2 2 8
Synthetic Control Method 0 0 1 1 6 11 27 46
Testing Stability of Regression Discontinuity Models 0 0 1 42 1 4 9 196
The Heterogeneous Impact of Academic Patent Characteristics on Firms’ Economic Performance 0 0 0 0 4 4 5 8
The Role of Management Capacity in the Innovation Process for Firm Profitability 0 0 0 0 3 4 5 8
Total Chapters 0 0 2 44 31 56 105 430

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 3 11 569 3 9 31 1,611
CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial 0 0 1 33 1 3 8 218
C_ML_STATA_CV: Stata module to implement machine learning classification in Stata 0 0 17 163 8 26 105 876
DATANET: Stata module to facilitate dataset organization for network analysis purposes 0 0 1 127 2 4 17 617
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect 0 0 8 683 8 12 42 2,176
MKERN: Stata module to perform multivariate nonparametric kernel regression 0 0 3 129 4 5 18 982
NNLS: Stata module to compute non-negative least squares 1 1 8 15 13 24 53 110
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method 1 2 7 520 5 10 39 2,002
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions 0 1 1 135 3 4 17 562
OPL: Stata module for optimal policy learning and multi-action optimal policy learning 0 1 2 16 8 14 44 136
RSCORE: Stata module for estimation of responsiveness scores 0 0 2 44 2 5 15 338
R_ML_STATA_CV: Stata module to implement machine learning regression in Stata 0 1 15 181 10 22 98 861
SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods 1 3 19 111 6 10 58 521
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator 0 0 4 145 7 10 46 676
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods 1 2 16 117 3 7 46 576
SUBSET: Stata module to implement best covariates and stepwise subset selection 0 0 9 66 2 5 38 447
TED: Stata module to test Stability of Regression Discontinuity Models 0 1 3 338 4 8 24 1,457
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment 0 1 6 605 6 14 53 2,919
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score 0 0 0 302 1 6 12 1,232
TREEPLOT: Stata module to graph a tree in Stata 0 1 16 90 3 12 90 523
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment 0 0 9 1,212 2 9 70 4,917
Total Software Items 4 17 158 5,601 101 219 924 23,757
1 registered items for which data could not be found
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Statistics updated 2026-02-12