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 8 51 3 3 14 61
A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 0 2 4 6 191
A Super-Learning Machine for Predicting Economic Outcomes 0 0 4 109 1 2 10 143
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 5 23 404
A responsiveness-based (composite) indicator with an application to countries’ innovative performance 0 0 0 27 7 7 7 106
Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game 0 0 1 41 1 2 4 141
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 8 61
Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy 0 0 0 76 2 3 6 106
Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations 0 0 0 9 1 3 8 49
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 0 1 6 112 2 4 13 293
Data-driven decision making using Stata 0 0 2 6 4 4 11 21
Data-driven sensitivity analysis for matching estimators 0 0 0 39 2 3 6 89
Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach 0 0 1 144 2 4 10 491
Eco-innovation, firms’ growth, and the mediating role of export activities 0 1 4 28 3 5 14 42
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 4 4 63
Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey 0 2 4 176 2 10 13 469
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 1 1 60 1 7 9 186
Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation 0 0 2 501 7 12 20 1,685
Heterogeneity of innovation strategies and firms’ performance 0 0 0 118 2 3 4 284
Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions 0 0 1 19 1 3 7 67
Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 0 1 383 1 5 16 1,781
Learning by exporting with a dose-response function 0 0 4 4 3 6 15 15
Machine learning using Stata/Python 0 0 0 86 1 3 6 166
Machine learning using Stata/Python 0 0 1 73 1 1 7 77
Managerial capacity in the innovation process and firm profitability 1 1 2 47 3 8 10 102
Measuring Intersectoral Knowledge Spillovers: an Application of Sensitivity Analysis to Italy 0 0 0 87 0 1 1 238
Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues 0 0 1 299 1 2 8 733
Nonparametric synthetic control method for program evaluation: model and Stata implementation 0 0 2 331 2 3 7 742
Optimal Policy Learning for Multi-Action Treatment with Risk Preference using Stata 0 0 0 0 2 3 3 3
Optimal Policy Learning: From Theory to Practice 0 0 0 7 0 1 3 29
Optimal policy learning for multiaction treatment and risk preference 0 1 1 1 2 6 6 6
Optimal policy learning using Stata 0 1 3 6 1 2 10 15
Optimal policy learning using Stata 0 0 3 21 2 2 9 48
Optimal policy learning with observational data in multiaction scenarios: Stata implementation 0 0 0 1 1 4 7 9
Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia 0 0 3 156 2 2 14 831
R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies 0 0 0 34 2 3 8 79
Risk-Adjusted Policy Learning and the Social Cost of Uncertainty: Theory and Evidence from CAP evaluation 0 6 6 6 1 3 3 3
Sources of financing: Which ones are more effective in innovation–growth linkage? 1 1 3 11 1 2 6 24
TED: Stata Module for Testing Stability of Regression Discontinuity Models 0 1 1 194 1 6 8 445
The Economic Determinants of Crime: an Approach through Responsiveness Scores 1 3 7 171 7 19 51 698
The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence 0 0 0 19 0 2 3 41
The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach 0 0 1 64 3 10 13 161
The Redistributive Role of Non-profit Organizations 0 0 0 23 4 4 6 95
The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness 0 0 0 87 2 5 6 181
The Stata module for CUB models for rating data analysis 0 0 1 38 2 4 7 79
The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case 0 0 0 190 1 2 7 468
The new cate command: An overview 2 5 6 6 6 10 13 13
The redistributive role of non-profit organizations 0 0 0 92 1 1 1 419
Towards Data-driven Project design: Providing Optimal Treatment Rules for Development Projects 0 0 0 12 1 2 4 21
Using machine learning to map the European cleantech sector 0 0 1 15 1 2 8 32
Walrasian Tatonnement by Sequential Pairwise Trading: Convergence and Welfare Implications 0 0 0 22 2 3 3 95
contreatreg: A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 57 2 3 3 136
datanet: A Stata procedure to facilitate dataset organization for network analysis 0 0 1 49 1 4 7 192
ivtreatreg: A new Stata command for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 0 0 38 3 3 3 134
nnls: Nonnegative least squares using Stata 0 0 1 3 2 5 8 12
ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 65 2 5 6 193
ntreatreg: a Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 92 1 1 2 228
rscore: a Stata module to compute responsiveness scores 0 0 0 27 2 4 6 85
treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score 0 0 0 62 3 6 8 187
Total Working Papers 5 24 86 4,596 121 251 509 13,768

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 1 9 0 0 3 21
A dose–response approach to evaluate the effects of different levels of partial credit guarantees 0 1 3 21 1 4 11 41
A dose–response evaluation of a regional R&D subsidies policy 0 0 2 9 1 4 6 20
A flexible Synthetic Control Method for modeling policy evaluation 0 0 0 79 2 4 8 186
An analysis of long-run relationship between ICT sectors and economic growth: evidence from ASEAN countries 0 0 0 3 0 1 1 16
Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game 0 0 0 19 1 5 5 132
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach 0 0 0 6 1 1 2 38
Benchmarking non-performing loans 0 0 3 20 4 5 16 85
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports 0 0 0 2 4 8 14 38
Data-driven sensitivity analysis for matching estimators 0 0 0 10 1 3 4 47
Do company-owned academic patents influence firm performance? Evidence from the Italian industry 0 0 1 6 1 1 5 21
Economic and business cycles with time varying in India: evidence from ICT sectors 0 0 1 4 1 3 5 20
Estimating responsiveness scores using rscore 0 0 0 13 0 2 3 58
Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata 0 0 2 110 5 5 11 260
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy 0 0 0 0 2 4 4 14
Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy 0 0 3 73 0 0 6 206
Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality 0 0 0 9 1 2 2 47
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 7 9 9
Fitting mixture models for feeling and uncertainty for rating data analysis 0 0 1 7 2 5 7 22
Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg 0 1 2 43 1 5 7 109
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects 0 1 1 14 2 8 9 68
Improving econometric prediction by machine learning 4 5 9 38 5 8 14 76
Leveraging artificial intelligence and machine learning analytics for development effectiveness: a comprehensive approach to extract insights from project data 0 2 7 7 2 8 15 15
MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY 0 0 0 24 0 0 0 92
Machine learning using Stata/Python 1 1 9 36 4 6 22 98
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature 1 1 3 131 2 7 15 288
Nonparametric synthetic control using the npsynth command 0 1 2 59 0 1 5 127
Optimal initial donor selection for the synthetic control method 1 1 2 2 2 3 8 12
Optimal policy learning using Stata 0 2 6 6 1 5 14 14
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues 0 0 2 9 0 2 6 19
R&D AND TECHNOLOGICAL INTERNATIONALISATION: EVIDENCE FROM A RANDOM COEFFICIENT TREATMENT MODEL 0 0 0 6 1 1 2 28
R&D Subsidization Effect and Network Centralization: Evidence from an Agent-Based Micro-Policy Simulation 0 0 0 4 0 1 2 37
Sequential pairwise trading: convergence and welfare implications 0 0 0 3 1 1 1 17
Sources of financing: Which ones are more effective in innovation–growth linkage? 1 3 4 6 4 16 39 45
The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores 0 0 0 33 1 2 4 104
The complementary nature of technological capabilities: Measurement and robustness issues 0 0 0 2 2 2 2 24
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 1 2 2 15
The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis 0 2 4 28 1 5 9 123
The integration of the non-profit sector in a Social Accounting Matrix: methodological issues, empirical evidences and employment effects for Italy 0 1 1 33 1 4 6 79
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness 0 1 1 34 1 3 7 99
Towards data-driven project design: Providing optimal treatment rules for development projects 0 2 3 3 1 5 9 15
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 1 1 4 142
ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment 0 0 4 160 1 3 9 330
datanet: a Stata routine for organising a dataset for network analysis purposes 0 0 0 13 2 2 2 40
ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection 0 0 1 60 3 5 8 186
treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score 0 0 0 36 1 1 3 120
Total Journal Articles 8 25 80 1,228 71 171 346 3,603
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 0 1 3 11 50
Econometric Evaluation of Socio-Economic Programs 0 0 2 13 3 5 17 323
Total Books 0 0 2 13 4 8 28 373

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 1 4 15 41
Difference-in-Differences with Many Pre- and Post-Treatment Times 0 0 0 1 2 4 7 29
Heterogeneity of innovation strategies and firm performance 0 0 0 0 2 3 5 15
Local Average Treatment Effect and Regression-Discontinuity-Design 0 0 0 0 0 1 3 8
Methods Based on Selection on Observables 0 0 0 0 1 4 8 29
Methods Based on Selection on Unobservables 0 0 0 0 0 2 5 25
On Profit Differentials Between Persistent and Occasional Innovators: New Evidences from a Random-Coefficient Treatment Model 0 0 0 0 1 2 2 8
Synthetic Control Method 0 0 1 1 3 8 21 40
Testing Stability of Regression Discontinuity Models 0 0 1 42 0 3 8 195
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 2 2 5
Total Chapters 0 0 2 44 11 33 77 399

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 12 569 0 12 30 1,608
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 7 217
C_ML_STATA_CV: Stata module to implement machine learning classification in Stata 0 2 21 163 15 23 121 868
DATANET: Stata module to facilitate dataset organization for network analysis purposes 0 0 1 127 1 4 17 615
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect 0 2 9 683 1 12 42 2,168
MKERN: Stata module to perform multivariate nonparametric kernel regression 0 0 3 129 0 2 17 978
NNLS: Stata module to compute non-negative least squares 0 0 10 14 7 13 47 97
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method 1 1 6 519 2 8 36 1,997
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions 0 1 1 135 0 3 14 559
OPL: Stata module for optimal policy learning and multi-action optimal policy learning 0 1 2 16 3 8 39 128
RSCORE: Stata module for estimation of responsiveness scores 0 0 3 44 3 4 14 336
R_ML_STATA_CV: Stata module to implement machine learning regression in Stata 1 1 17 181 3 21 101 851
SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods 0 2 20 110 0 5 59 515
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator 0 1 7 145 2 6 45 669
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods 0 1 16 116 1 4 47 573
SUBSET: Stata module to implement best covariates and stepwise subset selection 0 2 10 66 2 11 42 445
TED: Stata module to test Stability of Regression Discontinuity Models 1 1 4 338 2 8 22 1,453
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment 0 1 7 605 4 10 52 2,913
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score 0 0 0 302 2 5 13 1,231
TREEPLOT: Stata module to graph a tree in Stata 1 1 16 90 6 15 93 520
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment 0 2 10 1,212 2 16 72 4,915
Total Software Items 4 22 176 5,597 57 192 930 23,656
1 registered items for which data could not be found
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Statistics updated 2026-01-09