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 3 51 0 0 11 65
A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 0 2 9 21 208
A Super-Learning Machine for Predicting Economic Outcomes 0 0 1 110 0 5 12 151
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” 2 2 2 148 2 7 19 414
A responsiveness-based (composite) indicator with an application to countries’ innovative performance 0 0 0 27 0 2 15 114
Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game 0 0 0 41 0 3 10 149
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose-response approach 0 1 1 24 0 2 13 68
Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy 0 0 0 76 0 6 18 120
Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations 0 0 0 9 0 1 8 53
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 0 0 4 113 0 5 20 305
Data-driven decision making using Stata 0 1 1 7 0 3 12 27
Data-driven sensitivity analysis for matching estimators 0 0 0 39 0 3 13 98
Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach 0 0 0 144 0 8 17 502
Eco-innovation, firms’ growth, and the mediating role of export activities 0 0 2 29 0 1 12 49
Evaluating locally-based policies in the presence of neighbourhood effects: The case of touristic accommodation in the Garda district of Trentino 0 1 1 33 0 4 10 69
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 5 17 476
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 0 4 15 194
Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation 0 1 2 502 0 6 26 1,695
Heterogeneity of innovation strategies and firms’ performance 0 0 0 118 0 6 13 294
Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions 0 0 1 19 0 1 16 76
Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 1 2 384 1 9 41 1,812
Learning by exporting with a dose-response function 0 0 6 8 0 6 34 35
Machine learning using Stata/Python 0 0 1 74 1 1 12 87
Machine learning using Stata/Python 0 0 1 87 0 3 14 177
Managerial capacity in the innovation process and firm profitability 0 0 1 47 0 3 26 120
Measuring Intersectoral Knowledge Spillovers: an Application of Sensitivity Analysis to Italy 0 0 0 87 0 0 9 246
Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues 0 0 0 299 1 3 11 740
Nonparametric synthetic control method for program evaluation: model and Stata implementation 0 0 1 331 0 1 15 752
Optimal Policy Learning for Multi-Action Treatment with Risk Preference using Stata 0 0 0 0 0 5 10 10
Optimal Policy Learning: From Theory to Practice 0 0 0 7 0 2 8 36
Optimal policy learning for multiaction treatment and risk preference 0 0 1 1 0 2 11 11
Optimal policy learning using Stata 1 1 3 7 2 4 15 25
Optimal policy learning using Stata 0 0 2 21 0 7 14 56
Optimal policy learning with observational data in multiaction scenarios: Stata implementation 0 0 1 2 0 1 14 17
Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia 0 0 0 156 1 2 9 834
R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies 0 0 0 34 0 3 17 91
Risk-Adjusted Policy Learning and the Social Cost of Uncertainty: Theory and Evidence from CAP evaluation 0 0 6 6 1 1 6 6
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 2 5 13 0 4 14 34
TED: Stata Module for Testing Stability of Regression Discontinuity Models 0 0 1 194 0 3 13 452
The Economic Determinants of Crime: an Approach through Responsiveness Scores 0 1 4 172 0 6 47 717
The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence 0 0 0 19 0 3 11 49
The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach 0 0 0 64 1 6 22 172
The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness 0 0 0 87 0 1 20 196
The Stata module for CUB models for rating data analysis 0 0 1 38 1 3 12 85
The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case 0 0 0 190 2 2 13 476
The new cate command: An overview 0 0 10 10 2 4 35 35
The redistributive role of non-profit organizations 0 0 1 93 0 3 11 429
Towards Data-driven Project design: Providing Optimal Treatment Rules for Development Projects 0 0 0 12 0 3 12 30
Using machine learning to map the European cleantech sector 0 1 1 16 0 8 20 49
Walrasian Tatonnement by Sequential Pairwise Trading: Convergence and Welfare Implications 0 0 0 22 1 6 26 118
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 5 15 148
datanet: A Stata procedure to facilitate dataset organization for network analysis 0 0 1 49 0 3 17 203
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 5 136
nnls: Nonnegative least squares using Stata 0 0 1 4 1 2 12 19
ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 65 0 0 9 196
ntreatreg: a Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 92 0 1 5 231
rscore: a Stata module to compute responsiveness scores 0 0 0 27 0 2 10 91
treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score 0 0 0 62 0 1 14 195
Total Working Papers 3 12 71 4,601 19 201 907 14,243
1 registered items for which data could not be found

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 1 6 13 33
A dose–response approach to evaluate the effects of different levels of partial credit guarantees 0 0 2 21 0 2 12 47
A dose–response evaluation of a regional R&D subsidies policy 0 1 2 10 0 1 13 28
A flexible Synthetic Control Method for modeling policy evaluation 0 1 1 80 0 3 13 195
An analysis of long-run relationship between ICT sectors and economic growth: evidence from ASEAN countries 0 0 0 3 0 0 6 21
Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game 0 0 0 19 0 3 17 144
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 6 42
Benchmarking non-performing loans 0 0 1 21 0 3 9 89
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports 0 0 0 2 1 7 34 62
Data-driven sensitivity analysis for matching estimators 0 0 0 10 0 2 8 52
Do company-owned academic patents influence firm performance? Evidence from the Italian industry 0 0 0 6 0 6 11 29
Economic and business cycles with time varying in India: evidence from ICT sectors 0 0 0 4 0 0 3 20
Estimating responsiveness scores using rscore 0 0 0 13 0 0 6 62
Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata 0 0 0 110 0 3 14 267
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy 0 1 1 1 0 3 12 22
Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy 0 0 1 74 0 3 7 213
Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality 0 0 0 9 0 2 11 56
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 7 20 22
Fitting mixture models for feeling and uncertainty for rating data analysis 0 0 0 7 0 4 11 28
Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg 0 0 2 44 0 2 10 114
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects 0 0 1 14 0 1 12 72
Improving econometric prediction by machine learning 0 0 9 40 0 1 15 81
Leveraging artificial intelligence and machine learning analytics for development effectiveness: a comprehensive approach to extract insights from project data 1 1 5 8 1 1 17 21
MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY 0 0 0 24 0 3 11 103
Machine learning using Stata/Python 0 0 3 38 0 2 21 109
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature 0 1 3 132 0 2 30 307
Nonparametric synthetic control using the npsynth command 0 0 1 59 0 1 7 131
Optimal initial donor selection for the synthetic control method 0 1 5 5 1 8 20 27
Optimal policy learning using Stata 0 0 6 6 1 3 25 26
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues 0 0 2 9 1 3 13 27
R&D AND TECHNOLOGICAL INTERNATIONALISATION: EVIDENCE FROM A RANDOM COEFFICIENT TREATMENT MODEL 0 0 0 6 0 2 5 31
R&D Subsidization Effect and Network Centralization: Evidence from an Agent-Based Micro-Policy Simulation 0 0 0 4 0 3 5 40
Sequential pairwise trading: convergence and welfare implications 0 0 0 3 0 2 7 23
Sources of financing: Which ones are more effective in innovation–growth linkage? 2 3 7 10 3 12 55 72
The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores 0 0 0 33 0 1 8 108
The complementary nature of technological capabilities: Measurement and robustness issues 0 0 0 2 0 4 12 34
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 8 21
The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis 0 0 2 28 0 5 12 130
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 11 85
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness 0 0 2 35 0 2 11 107
Towards data-driven project design: Providing optimal treatment rules for development projects 0 0 3 3 1 4 18 25
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 2 6 147
ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment 0 0 1 160 0 2 8 332
datanet: a Stata routine for organising a dataset for network analysis purposes 0 0 0 13 0 1 6 44
ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection 0 0 1 61 0 2 14 195
treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score 0 0 0 36 0 1 5 124
Total Journal Articles 3 9 62 1,249 12 130 598 3,968
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 0 2 16 59
Econometric Evaluation of Socio-Economic Programs 0 0 0 13 1 6 17 334
Total Books 0 0 0 13 1 8 33 393

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 1 1 0 1 19 49
Difference-in-Differences with Many Pre- and Post-Treatment Times 0 0 0 1 0 1 11 34
Heterogeneity of innovation strategies and firm performance 0 0 0 0 0 4 9 21
Local Average Treatment Effect and Regression-Discontinuity-Design 0 0 0 0 0 4 15 22
Methods Based on Selection on Observables 0 0 0 0 0 3 9 33
Methods Based on Selection on Unobservables 0 0 0 0 0 2 6 29
On Profit Differentials Between Persistent and Occasional Innovators: New Evidences from a Random-Coefficient Treatment Model 0 0 0 0 0 0 3 9
Synthetic Control Method 0 0 0 1 0 7 27 55
Testing Stability of Regression Discontinuity Models 0 0 0 42 0 4 13 204
The Heterogeneous Impact of Academic Patent Characteristics on Firms’ Economic Performance 0 0 0 0 0 2 9 13
The Role of Management Capacity in the Innovation Process for Firm Profitability 0 0 0 0 0 1 7 10
Total Chapters 0 0 1 45 0 29 128 479

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 7 571 1 3 31 1,620
CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial 0 0 0 33 1 7 11 226
C_ML_STATA_CV: Stata module to implement machine learning classification in Stata 0 1 7 164 1 11 64 891
DATANET: Stata module to facilitate dataset organization for network analysis purposes 0 0 0 127 0 2 17 622
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect 1 1 6 685 1 5 36 2,187
MKERN: Stata module to perform multivariate nonparametric kernel regression 0 0 1 129 0 3 16 987
NNLS: Stata module to compute non-negative least squares 0 0 3 17 2 18 64 138
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method 1 1 4 521 1 3 28 2,009
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions 0 0 1 135 0 2 14 564
OPL: Stata module for optimal policy learning and multi-action optimal policy learning 0 0 2 16 0 4 35 144
RSCORE: Stata module for estimation of responsiveness scores 0 0 1 44 0 6 17 346
R_ML_STATA_CV: Stata module to implement machine learning regression in Stata 0 1 6 182 1 14 78 885
SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods 0 2 12 114 0 4 31 527
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator 0 0 2 145 0 4 35 685
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods 0 0 6 117 1 10 34 588
SUBSET: Stata module to implement best covariates and stepwise subset selection 0 1 3 67 2 9 32 456
TED: Stata module to test Stability of Regression Discontinuity Models 1 2 5 341 1 6 26 1,469
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment 0 0 1 605 0 5 28 2,928
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score 0 0 0 302 0 3 12 1,236
TREEPLOT: Stata module to graph a tree in Stata 0 0 7 91 1 10 57 541
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment 0 0 7 1,213 1 5 47 4,927
Total Software Items 4 10 81 5,619 14 134 713 23,976
1 registered items for which data could not be found
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