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 5 51 0 2 13 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 4 14 201
A Super-Learning Machine for Predicting Economic Outcomes 0 0 3 110 1 2 11 147
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 1 146 4 6 18 411
A responsiveness-based (composite) indicator with an application to countries’ innovative performance 0 0 0 27 1 2 14 113
Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game 0 0 1 41 3 6 11 149
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose-response approach 0 0 0 23 1 3 13 67
Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy 0 0 0 76 6 10 18 120
Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations 0 0 0 9 1 1 11 53
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 0 1 5 113 5 7 21 305
Data-driven decision making using Stata 1 1 1 7 3 4 12 27
Data-driven sensitivity analysis for matching estimators 0 0 0 39 1 4 11 96
Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach 0 0 0 144 8 9 17 502
Eco-innovation, firms’ growth, and the mediating role of export activities 0 1 2 29 1 2 13 49
Evaluating locally-based policies in the presence of neighbourhood effects: The case of touristic accommodation in the Garda district of Trentino 1 1 1 33 3 4 9 68
Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey 0 0 2 176 5 5 18 476
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 4 6 15 194
Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation 0 0 1 501 4 5 25 1,693
Heterogeneity of innovation strategies and firms’ performance 0 0 0 118 6 6 13 294
Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions 0 0 1 19 1 3 16 76
Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 0 1 383 6 10 41 1,809
Learning by exporting with a dose-response function 0 2 8 8 5 12 34 34
Machine learning using Stata/Python 0 1 1 74 0 5 13 86
Machine learning using Stata/Python 0 1 1 87 3 7 16 177
Managerial capacity in the innovation process and firm profitability 0 0 2 47 3 10 27 120
Measuring Intersectoral Knowledge Spillovers: an Application of Sensitivity Analysis to Italy 0 0 0 87 0 2 9 246
Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues 0 0 0 299 2 4 12 739
Nonparametric synthetic control method for program evaluation: model and Stata implementation 0 0 1 331 1 3 15 752
Optimal Policy Learning for Multi-Action Treatment with Risk Preference using Stata 0 0 0 0 3 4 8 8
Optimal Policy Learning: From Theory to Practice 0 0 0 7 2 6 8 36
Optimal policy learning for multiaction treatment and risk preference 0 0 1 1 2 3 11 11
Optimal policy learning using Stata 0 0 2 21 6 7 14 55
Optimal policy learning using Stata 0 0 2 6 2 4 13 23
Optimal policy learning with observational data in multiaction scenarios: Stata implementation 0 0 1 2 1 3 14 17
Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia 0 0 3 156 0 0 11 832
R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies 0 0 0 34 2 5 17 90
Risk-Adjusted Policy Learning and the Social Cost of Uncertainty: Theory and Evidence from CAP evaluation 0 0 6 6 0 0 5 5
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 0 3 11 2 6 12 32
TED: Stata Module for Testing Stability of Regression Discontinuity Models 0 0 1 194 3 5 14 452
The Economic Determinants of Crime: an Approach through Responsiveness Scores 0 0 5 171 4 7 52 715
The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence 0 0 0 19 2 6 10 48
The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach 0 0 0 64 5 7 21 171
The Redistributive Role of Non-profit Organizations 0 1 1 24 1 2 7 97
The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness 0 0 0 87 1 4 20 196
The Stata module for CUB models for rating data analysis 0 0 1 38 2 4 11 84
The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case 0 0 0 190 0 2 11 474
The new cate command: An overview 0 1 10 10 2 5 33 33
The redistributive role of non-profit organizations 0 1 1 93 2 4 10 428
Towards Data-driven Project design: Providing Optimal Treatment Rules for Development Projects 0 0 0 12 2 5 11 29
Using machine learning to map the European cleantech sector 0 0 0 15 1 3 13 42
Walrasian Tatonnement by Sequential Pairwise Trading: Convergence and Welfare Implications 0 0 0 22 5 14 25 117
contreatreg: A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 57 4 6 14 147
datanet: A Stata procedure to facilitate dataset organization for network analysis 0 0 1 49 3 7 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 0 4 135
nnls: Nonnegative least squares using Stata 0 1 1 4 1 4 12 18
ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 65 0 2 9 196
ntreatreg: a Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 92 1 1 5 231
rscore: a Stata module to compute responsiveness scores 0 0 0 27 2 2 11 91
treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score 0 0 0 62 1 6 14 195
Total Working Papers 2 12 77 4,615 142 278 897 14,280

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 2 2 10 29
A dose–response approach to evaluate the effects of different levels of partial credit guarantees 0 0 2 21 1 3 12 46
A dose–response evaluation of a regional R&D subsidies policy 0 0 2 9 0 6 13 27
A flexible Synthetic Control Method for modeling policy evaluation 1 1 1 80 3 4 15 195
An analysis of long-run relationship between ICT sectors and economic growth: evidence from ASEAN countries 0 0 0 3 0 1 6 21
Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game 0 0 0 19 2 5 16 143
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 5 41
Benchmarking non-performing loans 0 0 2 21 3 3 11 89
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports 0 0 0 2 3 14 32 58
Data-driven sensitivity analysis for matching estimators 0 0 0 10 2 3 9 52
Do company-owned academic patents influence firm performance? Evidence from the Italian industry 0 0 1 6 5 7 12 28
Economic and business cycles with time varying in India: evidence from ICT sectors 0 0 1 4 0 0 4 20
Estimating responsiveness scores using rscore 0 0 0 13 0 2 6 62
Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata 0 0 0 110 1 4 13 265
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy 0 0 0 0 2 4 11 21
Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy 0 1 1 74 3 5 8 213
Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality 0 0 0 9 1 5 10 55
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 5 8 18 20
Fitting mixture models for feeling and uncertainty for rating data analysis 0 0 0 7 4 6 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 2 2 10 114
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects 0 0 1 14 1 1 12 72
Improving econometric prediction by machine learning 0 1 9 40 1 2 15 81
Leveraging artificial intelligence and machine learning analytics for development effectiveness: a comprehensive approach to extract insights from project data 0 0 5 7 0 1 18 20
MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY 0 0 0 24 3 5 11 103
Machine learning using Stata/Python 0 2 6 38 2 7 24 109
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature 0 0 3 131 1 1 31 306
Nonparametric synthetic control using the npsynth command 0 0 1 59 1 2 8 131
Optimal initial donor selection for the synthetic control method 0 1 4 4 6 11 18 25
Optimal policy learning using Stata 0 0 6 6 2 5 25 25
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues 0 0 2 9 2 4 12 26
R&D AND TECHNOLOGICAL INTERNATIONALISATION: EVIDENCE FROM A RANDOM COEFFICIENT TREATMENT MODEL 0 0 0 6 2 2 5 31
R&D Subsidization Effect and Network Centralization: Evidence from an Agent-Based Micro-Policy Simulation 0 0 0 4 3 3 5 40
Sequential pairwise trading: convergence and welfare implications 0 0 0 3 2 2 7 23
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 1 4 7 7 17 52 67
The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores 0 0 0 33 0 0 7 107
The complementary nature of technological capabilities: Measurement and robustness issues 0 0 0 2 1 5 9 31
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 2 8 21
The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis 0 0 3 28 5 5 13 130
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 2 4 10 84
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness 0 1 2 35 2 4 12 107
Towards data-driven project design: Providing optimal treatment rules for development projects 0 0 3 3 2 3 16 23
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 5 146
ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment 0 0 3 160 2 2 10 332
datanet: a Stata routine for organising a dataset for network analysis purposes 0 0 0 13 1 1 6 44
ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection 0 1 2 61 1 4 15 194
treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score 0 0 0 36 1 1 6 124
Total Journal Articles 1 9 67 1,241 91 181 592 3,929
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 3 15 57
Econometric Evaluation of Socio-Economic Programs 0 0 0 13 3 4 16 331
Total Books 0 0 0 13 3 7 31 388

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 1 1 1 1 6 19 49
Difference-in-Differences with Many Pre- and Post-Treatment Times 0 0 0 1 0 2 10 33
Heterogeneity of innovation strategies and firm performance 0 0 0 0 3 3 8 20
Local Average Treatment Effect and Regression-Discontinuity-Design 0 0 0 0 2 4 15 20
Methods Based on Selection on Observables 0 0 0 0 2 2 10 32
Methods Based on Selection on Unobservables 0 0 0 0 1 1 5 28
On Profit Differentials Between Persistent and Occasional Innovators: New Evidences from a Random-Coefficient Treatment Model 0 0 0 0 0 1 3 9
Synthetic Control Method 0 0 0 1 6 8 31 54
Testing Stability of Regression Discontinuity Models 0 0 1 42 3 7 13 203
The Heterogeneous Impact of Academic Patent Characteristics on Firms’ Economic Performance 0 0 0 0 2 5 10 13
The Role of Management Capacity in the Innovation Process for Firm Profitability 0 0 0 0 1 2 7 10
Total Chapters 0 1 2 45 21 41 131 471

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 6 570 2 8 31 1,619
CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial 0 0 1 33 4 5 10 223
C_ML_STATA_CV: Stata module to implement machine learning classification in Stata 1 1 9 164 8 12 83 888
DATANET: Stata module to facilitate dataset organization for network analysis purposes 0 0 1 127 2 5 19 622
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect 0 1 8 684 4 10 44 2,186
MKERN: Stata module to perform multivariate nonparametric kernel regression 0 0 1 129 2 4 18 986
NNLS: Stata module to compute non-negative least squares 0 2 6 17 9 19 62 129
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method 0 0 4 520 2 6 36 2,008
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions 0 0 1 135 2 2 17 564
OPL: Stata module for optimal policy learning and multi-action optimal policy learning 0 0 2 16 4 8 43 144
RSCORE: Stata module for estimation of responsiveness scores 0 0 1 44 5 7 18 345
R_ML_STATA_CV: Stata module to implement machine learning regression in Stata 1 1 9 182 10 20 90 881
SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods 0 1 13 112 2 4 37 525
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator 0 0 2 145 4 9 43 685
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods 0 0 9 117 8 10 41 586
SUBSET: Stata module to implement best covariates and stepwise subset selection 1 1 7 67 5 5 34 452
TED: Stata module to test Stability of Regression Discontinuity Models 1 2 4 340 5 11 27 1,468
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment 0 0 2 605 4 8 37 2,927
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score 0 0 0 302 2 3 11 1,235
TREEPLOT: Stata module to graph a tree in Stata 0 1 11 91 4 12 71 535
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment 0 1 7 1,213 4 9 62 4,926
Total Software Items 4 12 104 5,613 92 177 834 23,934
1 registered items for which data could not be found
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