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 1 6 36 36 3 9 35 35
A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 0 0 1 3 183
A Super-Learning Machine for Predicting Economic Outcomes 1 3 6 98 7 9 17 121
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 1 3 141 0 6 13 377
A responsiveness-based (composite) indicator with an application to countries’ innovative performance 0 0 0 27 0 0 0 98
Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game 0 0 0 40 0 0 0 135
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose-response approach 0 0 1 23 0 0 3 52
Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy 0 0 1 76 1 1 8 98
Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations 0 0 2 8 2 3 12 31
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 0 2 8 106 0 7 23 274
Data-driven sensitivity analysis for matching estimators 0 0 1 39 0 1 4 75
Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach 0 0 3 143 0 5 13 477
Eco-innovation, firms’ growth, and the mediating role of export activities 2 20 20 20 1 16 16 16
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 0 0 58
Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey 1 2 2 172 1 4 9 453
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 0 56 1 2 5 171
Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation 4 7 22 494 10 20 53 1,653
Heterogeneity of innovation strategies and firms’ performance 0 0 0 118 0 0 1 279
Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions 0 0 0 18 0 0 0 57
Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 5 11 381 1 11 38 1,751
Machine learning using Stata/Python 0 0 8 84 0 0 20 155
Machine learning using Stata/Python 0 1 10 65 0 5 18 59
Managerial capacity in the innovation process and firm profitability 0 0 0 45 0 2 3 91
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 1 2 2 297 1 3 8 724
Nonparametric synthetic control method for program evaluation: model and Stata implementation 0 0 11 327 1 1 17 731
Optimal Policy Learning: From Theory to Practice 0 2 2 7 1 3 3 23
Optimal policy learning using Stata 1 4 16 16 2 11 33 33
Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia 0 1 7 152 1 3 19 810
R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies 0 0 1 33 1 1 3 61
TED: Stata Module for Testing Stability of Regression Discontinuity Models 0 1 5 192 0 1 10 434
The Economic Determinants of Crime: an Approach through Responsiveness Scores 0 4 9 153 10 21 55 609
The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence 0 0 0 19 0 1 1 38
The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach 0 0 1 62 0 2 5 146
The Redistributive Role of Non-profit Organizations 0 0 0 23 0 0 1 89
The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness 0 0 2 87 0 0 4 174
The Stata module for CUB models for rating data analysis 2 2 7 34 2 5 15 67
The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case 0 0 1 189 0 0 3 458
The redistributive role of non-profit organizations 0 0 0 92 0 0 0 417
Towards Data-driven Project design: Providing Optimal Treatment Rules for Development Projects 0 0 0 12 0 1 3 17
Using machine learning to map the European cleantech sector 0 1 13 13 0 2 18 18
Walrasian Tatonnement by Sequential Pairwise Trading: Convergence and Welfare Implications 0 0 0 21 1 2 4 91
contreatreg: A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 1 57 0 0 2 132
datanet: A Stata procedure to facilitate dataset organization for network analysis 0 0 0 48 1 2 2 183
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 2 7 130
ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 64 0 0 4 185
ntreatreg: a Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 1 2 92 1 2 10 224
rscore: a Stata module to compute responsiveness scores 0 0 0 27 0 0 3 78
treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score 0 0 0 62 0 0 1 179
Total Working Papers 13 65 214 4,426 49 165 525 12,987


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 1 3 7 0 1 5 15
A dose–response approach to evaluate the effects of different levels of partial credit guarantees 0 0 4 17 1 1 6 29
A dose–response evaluation of a regional R&D subsidies policy 0 0 3 5 1 1 7 10
A flexible Synthetic Control Method for modeling policy evaluation 0 0 2 78 1 1 10 173
An analysis of long-run relationship between ICT sectors and economic growth: evidence from ASEAN countries 0 0 0 3 0 0 1 15
Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game 0 0 0 19 0 0 10 112
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach 0 0 1 6 0 0 2 32
Benchmarking non-performing loans 0 0 4 17 1 5 25 64
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports 0 1 1 2 0 2 13 21
Data-driven sensitivity analysis for matching estimators 0 0 0 8 0 0 2 38
Do company-owned academic patents influence firm performance? Evidence from the Italian industry 0 0 0 4 0 0 2 13
Economic and business cycles with time varying in India: evidence from ICT sectors 0 0 0 3 0 0 0 13
Estimating responsiveness scores using rscore 0 0 1 13 0 1 3 55
Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata 1 3 7 106 4 6 16 245
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy 0 0 0 0 0 0 1 8
Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy 0 0 1 68 0 2 7 194
Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality 0 0 0 9 1 1 1 45
Fitting mixture models for feeling and uncertainty for rating data analysis 0 0 0 4 0 1 3 13
Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg 0 0 0 41 0 0 3 100
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects 1 1 1 13 1 1 1 59
Improving econometric prediction by machine learning 0 4 13 24 1 6 24 54
MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY 0 0 1 24 0 0 3 91
Machine learning using Stata/Python 0 4 13 23 0 5 36 62
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature 1 1 6 127 1 2 11 267
Nonparametric synthetic control using the npsynth command 0 0 2 57 1 2 8 121
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues 0 1 3 3 0 1 7 8
R&D AND TECHNOLOGICAL INTERNATIONALISATION: EVIDENCE FROM A RANDOM COEFFICIENT TREATMENT MODEL 1 1 2 6 1 1 6 26
R&D Subsidization Effect and Network Centralization: Evidence from an Agent-Based Micro-Policy Simulation 0 0 0 4 0 0 0 35
Sequential pairwise trading: convergence and welfare implications 0 0 0 3 0 1 1 16
The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores 0 0 3 32 0 0 4 99
The complementary nature of technological capabilities: Measurement and robustness issues 0 0 0 2 0 0 1 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 0 0 1 24 0 0 3 112
The integration of the non-profit sector in a Social Accounting Matrix: methodological issues, empirical evidences and employment effects for Italy 0 0 1 32 0 1 2 71
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness 1 1 5 30 2 4 10 86
Towards data-driven project design: Providing optimal treatment rules for development projects 0 0 0 0 0 1 2 2
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 1 2 32 0 1 3 136
ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment 0 0 2 154 1 1 5 316
datanet: a Stata routine for organising a dataset for network analysis purposes 0 0 1 10 0 0 6 32
ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection 0 0 0 58 0 0 0 175
treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score 0 1 4 35 0 1 6 116
Total Journal Articles 5 20 87 1,107 17 50 256 3,114
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 10 5 15 33 283
Econometric Evaluation of Socio-Economic Programs 0 0 0 0 0 0 15 24
Total Books 0 0 0 10 5 15 48 307


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 0 2 14 19
Difference-in-Differences with Many Pre- and Post-Treatment Times 0 0 1 1 0 1 11 17
Heterogeneity of innovation strategies and firm performance 0 0 0 0 1 1 2 10
Local Average Treatment Effect and Regression-Discontinuity-Design 0 0 0 0 1 2 5 5
Methods Based on Selection on Observables 0 0 0 0 1 4 14 18
Methods Based on Selection on Unobservables 0 0 0 0 1 3 7 12
On Profit Differentials Between Persistent and Occasional Innovators: New Evidences from a Random-Coefficient Treatment Model 0 0 0 0 0 0 0 4
Synthetic Control Method 0 0 0 0 2 4 12 13
Testing Stability of Regression Discontinuity Models 0 0 0 40 0 0 3 185
The Heterogeneous Impact of Academic Patent Characteristics on Firms’ Economic Performance 0 0 0 0 0 0 1 3
The Role of Management Capacity in the Innovation Process for Firm Profitability 0 0 0 0 0 0 0 3
Total Chapters 0 0 1 41 6 17 69 289


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 4 23 551 7 17 67 1,552
CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial 0 0 2 31 1 3 19 204
C_ML_STATA_CV: Stata module to implement machine learning classification in Stata 5 8 52 119 15 48 249 601
DATANET: Stata module to facilitate dataset organization for network analysis purposes 1 1 7 122 2 8 29 578
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect 1 5 17 666 3 13 46 2,101
MKERN: Stata module to perform multivariate nonparametric kernel regression 0 1 5 123 1 9 35 948
NNLS: Stata module to compute non-negative least squares 1 1 1 1 20 20 20 20
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method 0 0 16 507 4 14 58 1,930
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions 0 0 7 130 4 8 27 531
OPL: Stata module for optimal policy learning 2 10 10 10 23 55 55 55
RSCORE: Stata module for estimation of responsiveness scores 0 0 0 41 0 2 12 315
R_ML_STATA_CV: Stata module to implement machine learning regression in Stata 2 16 58 133 17 68 286 632
SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods 2 3 9 81 6 17 55 413
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator 0 3 10 123 1 14 53 577
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods 1 3 10 91 11 23 70 476
SUBSET: Stata module to implement best covariates and stepwise subset selection 2 6 9 51 8 19 58 373
TED: Stata module to test Stability of Regression Discontinuity Models 3 4 12 326 3 14 68 1,406
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment 2 9 37 589 11 25 150 2,828
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score 0 0 1 302 0 2 17 1,216
TREEPLOT: Stata module to graph a tree in Stata 3 10 28 52 18 50 159 312
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment 2 10 34 1,189 13 59 189 4,773
Total Software Items 28 94 348 5,238 168 488 1,722 21,841


Statistics updated 2024-06-06