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 2 11 51 0 2 15 58
A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 0 1 2 4 189
A Super-Learning Machine for Predicting Economic Outcomes 0 0 5 109 0 2 10 142
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 21 402
A responsiveness-based (composite) indicator with an application to countries’ innovative performance 0 0 0 27 0 0 0 99
Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game 0 0 1 41 0 1 3 140
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose-response approach 0 0 0 23 3 4 8 60
Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy 0 0 0 76 0 1 4 104
Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations 0 0 1 9 0 2 9 48
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 0 1 6 112 1 2 11 291
Data-driven decision making using Stata 0 0 3 6 0 0 8 17
Data-driven sensitivity analysis for matching estimators 0 0 0 39 0 1 4 87
Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach 0 0 1 144 1 3 8 489
Eco-innovation, firms’ growth, and the mediating role of export activities 1 1 5 28 2 2 12 39
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 2 2 61
Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey 1 2 4 176 5 8 11 467
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 4 6 9 185
Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation 0 1 2 501 4 6 13 1,678
Heterogeneity of innovation strategies and firms’ performance 0 0 0 118 0 1 2 282
Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions 0 0 1 19 2 3 6 66
Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 1 1 383 4 7 17 1,780
Learning by exporting with a dose-response function 0 0 4 4 3 5 12 12
Machine learning using Stata/Python 0 0 1 86 1 2 6 165
Machine learning using Stata/Python 0 0 3 73 0 0 8 76
Managerial capacity in the innovation process and firm profitability 0 0 1 46 3 5 7 99
Measuring Intersectoral Knowledge Spillovers: an Application of Sensitivity Analysis to Italy 0 0 0 87 1 1 1 238
Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues 0 0 2 299 0 2 8 732
Nonparametric synthetic control method for program evaluation: model and Stata implementation 0 1 3 331 1 2 7 740
Optimal Policy Learning for Multi-Action Treatment with Risk Preference using Stata 0 0 0 0 0 1 1 1
Optimal Policy Learning: From Theory to Practice 0 0 0 7 0 1 3 29
Optimal policy learning for multiaction treatment and risk preference 1 1 1 1 2 4 4 4
Optimal policy learning using Stata 0 0 4 21 0 2 9 46
Optimal policy learning using Stata 0 1 3 6 0 1 10 14
Optimal policy learning with observational data in multiaction scenarios: Stata implementation 0 0 0 1 3 3 6 8
Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia 0 0 3 156 0 2 13 829
R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies 0 0 1 34 0 1 7 77
Risk-Adjusted Policy Learning and the Social Cost of Uncertainty: Theory and Evidence from CAP evaluation 0 6 6 6 1 2 2 2
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 2 2 10 1 3 6 23
TED: Stata Module for Testing Stability of Regression Discontinuity Models 0 1 1 194 3 5 8 444
The Economic Determinants of Crime: an Approach through Responsiveness Scores 1 2 7 170 5 18 50 691
The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence 0 0 0 19 1 2 3 41
The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach 0 0 1 64 1 8 11 158
The Redistributive Role of Non-profit Organizations 0 0 0 23 0 0 2 91
The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness 0 0 0 87 3 3 4 179
The Stata module for CUB models for rating data analysis 0 1 2 38 2 3 6 77
The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case 0 0 0 190 1 1 6 467
The new cate command: An overview 3 4 4 4 3 7 7 7
The redistributive role of non-profit organizations 0 0 0 92 0 0 0 418
Towards Data-driven Project design: Providing Optimal Treatment Rules for Development Projects 0 0 0 12 1 1 3 20
Using machine learning to map the European cleantech sector 0 0 1 15 0 2 7 31
Walrasian Tatonnement by Sequential Pairwise Trading: Convergence and Welfare Implications 0 0 0 22 0 1 1 93
contreatreg: A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 57 1 1 1 134
datanet: A Stata procedure to facilitate dataset organization for network analysis 0 0 1 49 1 3 6 191
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 0 131
nnls: Nonnegative least squares using Stata 0 0 1 3 1 3 7 10
ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 65 2 3 4 191
ntreatreg: a Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 92 0 0 1 227
rscore: a Stata module to compute responsiveness scores 0 0 0 27 0 2 4 83
treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score 0 0 0 62 2 3 5 184
Total Working Papers 7 28 97 4,591 71 162 423 13,647

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 4 21
A dose–response approach to evaluate the effects of different levels of partial credit guarantees 0 1 3 21 0 4 10 40
A dose–response evaluation of a regional R&D subsidies policy 0 1 2 9 1 4 5 19
A flexible Synthetic Control Method for modeling policy evaluation 0 0 0 79 1 2 6 184
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 4 4 4 131
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach 0 0 0 6 0 1 3 37
Benchmarking non-performing loans 0 0 3 20 0 1 12 81
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports 0 0 0 2 3 4 11 34
Data-driven sensitivity analysis for matching estimators 0 0 0 10 0 2 3 46
Do company-owned academic patents influence firm performance? Evidence from the Italian industry 0 0 1 6 0 1 4 20
Economic and business cycles with time varying in India: evidence from ICT sectors 0 0 1 4 1 2 4 19
Estimating responsiveness scores using rscore 0 0 0 13 1 2 3 58
Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata 0 0 2 110 0 1 7 255
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy 0 0 0 0 2 2 3 12
Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy 0 0 3 73 0 0 7 206
Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality 0 0 0 9 1 1 1 46
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 1 4 6 6
Fitting mixture models for feeling and uncertainty for rating data analysis 0 0 2 7 2 3 6 20
Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg 1 1 2 43 4 4 6 108
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects 0 1 1 14 3 6 7 66
Improving econometric prediction by machine learning 1 1 5 34 2 3 9 71
Leveraging artificial intelligence and machine learning analytics for development effectiveness: a comprehensive approach to extract insights from project data 0 4 7 7 1 8 13 13
MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY 0 0 0 24 0 0 0 92
Machine learning using Stata/Python 0 0 9 35 0 4 25 94
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature 0 0 2 130 4 6 14 286
Nonparametric synthetic control using the npsynth command 1 1 2 59 1 1 5 127
Optimal initial donor selection for the synthetic control method 0 0 1 1 0 1 10 10
Optimal policy learning using Stata 1 2 6 6 3 5 13 13
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues 0 2 2 9 2 4 6 19
R&D AND TECHNOLOGICAL INTERNATIONALISATION: EVIDENCE FROM A RANDOM COEFFICIENT TREATMENT MODEL 0 0 0 6 0 0 1 27
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 0 0 0 16
Sources of financing: Which ones are more effective in innovation–growth linkage? 1 2 4 5 7 15 36 41
The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores 0 0 0 33 1 1 3 103
The complementary nature of technological capabilities: Measurement and robustness issues 0 0 0 2 0 0 0 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 1 1 1 14
The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis 1 2 4 28 2 4 8 122
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 2 4 5 78
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness 0 1 1 34 1 2 6 98
Towards data-driven project design: Providing optimal treatment rules for development projects 1 3 3 3 2 6 8 14
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 0 0 3 141
ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment 0 0 5 160 0 3 9 329
datanet: a Stata routine for organising a dataset for network analysis purposes 0 0 0 13 0 0 0 38
ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection 0 0 1 60 2 2 5 183
treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score 0 0 0 36 0 0 2 119
Total Journal Articles 7 23 76 1,220 55 120 297 3,532
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 2 3 11 49
Econometric Evaluation of Socio-Economic Programs 0 0 2 13 1 3 19 320
Total Books 0 0 2 13 3 6 30 369

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 6 14 40
Difference-in-Differences with Many Pre- and Post-Treatment Times 0 0 0 1 2 3 5 27
Heterogeneity of innovation strategies and firm performance 0 0 0 0 1 1 3 13
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 2 3 7 28
Methods Based on Selection on Unobservables 0 0 0 0 2 2 6 25
On Profit Differentials Between Persistent and Occasional Innovators: New Evidences from a Random-Coefficient Treatment Model 0 0 0 0 1 1 1 7
Synthetic Control Method 0 0 1 1 2 6 19 37
Testing Stability of Regression Discontinuity Models 0 0 1 42 3 4 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 0 1 1 4
Total Chapters 0 0 2 44 14 28 68 388

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 3 4 12 569 6 14 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 1 6 216
C_ML_STATA_CV: Stata module to implement machine learning classification in Stata 0 3 26 163 3 12 127 853
DATANET: Stata module to facilitate dataset organization for network analysis purposes 0 0 1 127 1 4 16 614
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect 0 3 9 683 3 12 44 2,167
MKERN: Stata module to perform multivariate nonparametric kernel regression 0 0 3 129 1 2 18 978
NNLS: Stata module to compute non-negative least squares 0 0 11 14 4 7 42 90
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method 0 1 7 518 3 8 38 1,995
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions 1 1 1 135 1 4 15 559
OPL: Stata module for optimal policy learning 1 1 2 16 3 6 40 125
OPL_MA: Stata module for multi-action optimal policy learning 0 0 0 0 9 15 15 15
RSCORE: Stata module for estimation of responsiveness scores 0 1 3 44 0 3 13 333
R_ML_STATA_CV: Stata module to implement machine learning regression in Stata 0 1 20 180 9 23 115 848
SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods 2 2 20 110 4 8 62 515
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator 0 1 8 145 1 5 45 667
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods 1 2 18 116 3 5 56 572
SUBSET: Stata module to implement best covariates and stepwise subset selection 0 2 11 66 1 11 44 443
TED: Stata module to test Stability of Regression Discontinuity Models 0 0 4 337 2 7 21 1,451
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment 1 1 7 605 4 6 49 2,909
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score 0 0 0 302 3 3 11 1,229
TREEPLOT: Stata module to graph a tree in Stata 0 1 17 89 3 13 98 514
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment 0 4 12 1,212 5 24 76 4,913
Total Software Items 9 28 193 5,593 70 193 981 23,614

logo

LogEc Home

Top Working Papers
Top Journal Articles
Top Books
Top Chapters
Top Software Items

Top Authors

Top Working Paper series and Journals

About LogEc

Authors with papers registered in the RePEc Author Service.

Register yourself as an author or register more papers in the RePEc Author Service.

Authors with no registered papers

RePEc
LogEc provides access and usage statistics for services based on the RePEc data set.

Örebro UniversityLogEc is hosted by the Örebro University School of Business.

Questions or comments? Please see our explanation of how the statistics are collected or e-mail

Statistics updated 2025-12-06