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 46 0 4 20 52
A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 0 0 2 4 187
A Super-Learning Machine for Predicting Economic Outcomes 0 0 10 107 1 1 22 136
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 2 4 145 1 12 16 393
A responsiveness-based (composite) indicator with an application to countries’ innovative performance 0 0 0 27 0 0 1 99
Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game 0 0 0 40 0 1 3 138
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose-response approach 0 0 0 23 0 1 2 54
Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy 0 0 0 76 0 1 5 102
Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations 0 0 1 9 0 0 13 42
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 1 2 2 108 2 4 10 284
Data-driven decision making using Stata 0 1 6 6 1 4 15 15
Data-driven sensitivity analysis for matching estimators 0 0 0 39 0 2 10 85
Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach 0 1 1 144 0 4 8 485
Eco-innovation, firms’ growth, and the mediating role of export activities 0 1 9 27 2 6 21 36
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 1 59
Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey 0 2 3 174 0 2 6 458
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 3 59 0 2 9 179
Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation 0 1 10 500 0 2 25 1,668
Heterogeneity of innovation strategies and firms’ performance 0 0 0 118 0 1 2 281
Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions 0 0 0 18 0 0 3 60
Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 0 1 382 1 2 18 1,768
Machine learning using Stata/Python 0 0 8 73 0 2 14 73
Machine learning using Stata/Python 0 0 2 86 0 0 6 161
Managerial capacity in the innovation process and firm profitability 0 0 0 45 0 1 2 93
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 0 1 3 299 0 1 4 727
Nonparametric synthetic control method for program evaluation: model and Stata implementation 0 1 3 330 0 2 7 737
Optimal Policy Learning: From Theory to Practice 0 0 0 7 1 2 6 28
Optimal policy learning using Stata 0 0 4 19 0 1 10 41
Optimal policy learning using Stata 1 1 4 4 1 4 10 10
Optimal policy learning with observational data in multiaction scenarios: Stata implementation 0 0 1 1 0 1 3 3
Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia 0 0 1 153 0 2 12 821
R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies 0 0 1 34 0 2 13 73
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 0 4 8 1 2 13 20
TED: Stata Module for Testing Stability of Regression Discontinuity Models 0 0 1 193 0 0 4 438
The Economic Determinants of Crime: an Approach through Responsiveness Scores 0 1 13 166 5 12 64 663
The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence 0 0 0 19 0 0 0 38
The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach 0 1 2 64 0 2 4 150
The Redistributive Role of Non-profit Organizations 0 0 0 23 1 1 1 90
The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness 0 0 0 87 0 1 2 176
The Stata module for CUB models for rating data analysis 0 0 5 37 0 1 8 73
The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case 0 0 1 190 0 2 5 463
The redistributive role of non-profit organizations 0 0 0 92 0 0 1 418
Towards Data-driven Project design: Providing Optimal Treatment Rules for Development Projects 0 0 0 12 0 0 1 18
Using machine learning to map the European cleantech sector 0 1 2 15 2 4 11 29
Walrasian Tatonnement by Sequential Pairwise Trading: Convergence and Welfare Implications 0 0 1 22 0 0 2 92
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 0 1 133
datanet: A Stata procedure to facilitate dataset organization for network analysis 0 0 0 48 0 1 4 186
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 1 131
nnls: Nonnegative least squares using Stata 0 1 3 3 0 1 6 6
ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 1 65 0 0 2 187
ntreatreg: a Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 92 0 0 3 226
rscore: a Stata module to compute responsiveness scores 0 0 0 27 0 1 2 80
treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score 0 0 0 62 1 2 2 181
Total Working Papers 2 19 121 4,538 20 99 438 13,383

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 2 9 0 0 4 19
A dose–response approach to evaluate the effects of different levels of partial credit guarantees 0 0 2 19 1 3 6 34
A dose–response evaluation of a regional R&D subsidies policy 0 0 2 7 0 0 5 14
A flexible Synthetic Control Method for modeling policy evaluation 0 0 1 79 0 1 8 180
An analysis of long-run relationship between ICT sectors and economic growth: evidence from ASEAN countries 0 0 0 3 0 0 0 15
Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game 0 0 0 19 0 0 15 127
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach 0 0 0 6 0 0 4 36
Benchmarking non-performing loans 0 1 2 19 0 6 15 78
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports 0 0 0 2 0 2 5 26
Data-driven sensitivity analysis for matching estimators 0 0 2 10 0 0 5 43
Do company-owned academic patents influence firm performance? Evidence from the Italian industry 0 0 1 5 0 0 3 16
Economic and business cycles with time varying in India: evidence from ICT sectors 0 0 0 3 0 1 3 16
Estimating responsiveness scores using rscore 0 0 0 13 0 1 1 56
Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata 0 1 5 110 0 2 11 252
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy 0 0 0 0 0 0 2 10
Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy 0 3 5 73 1 5 11 205
Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality 0 0 0 9 0 0 1 45
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 1 2 2 0 1 2 2
Fitting mixture models for feeling and uncertainty for rating data analysis 0 1 3 7 0 2 4 17
Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg 0 0 1 42 0 1 4 104
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects 0 0 1 13 0 1 2 60
Improving econometric prediction by machine learning 0 1 7 31 0 2 13 66
Leveraging artificial intelligence and machine learning analytics for development effectiveness: a comprehensive approach to extract insights from project data 2 2 2 2 2 2 2 2
MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY 0 0 0 24 0 0 1 92
Machine learning using Stata/Python 1 3 9 32 2 7 23 85
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature 0 0 2 128 0 2 9 275
Nonparametric synthetic control using the npsynth command 0 1 1 58 0 1 3 123
Optimal initial donor selection for the synthetic control method 0 0 0 0 0 3 7 7
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues 0 0 4 7 0 1 6 14
R&D AND TECHNOLOGICAL INTERNATIONALISATION: EVIDENCE FROM A RANDOM COEFFICIENT TREATMENT MODEL 0 0 1 6 0 0 1 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 0 0 16
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 1 3 3 4 8 15 15
The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores 0 0 1 33 0 0 1 100
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 0 0 0 13
The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis 0 1 1 25 0 3 5 117
The integration of the non-profit sector in a Social Accounting Matrix: methodological issues, empirical evidences and employment effects for Italy 0 0 0 32 0 1 3 74
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness 0 0 4 33 0 1 11 95
Towards data-driven project design: Providing optimal treatment rules for development projects 0 0 0 0 1 1 5 7
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 3 5 141
ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment 0 1 3 157 0 1 7 322
datanet: a Stata routine for organising a dataset for network analysis purposes 0 0 3 13 0 0 6 38
ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection 0 0 1 59 0 1 4 179
treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score 0 0 1 36 0 1 2 118
Total Journal Articles 3 17 72 1,174 11 64 240 3,337
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 1 3 13 2 5 37 315
Econometric Evaluation of Socio-Economic Programs 0 0 0 0 1 2 18 42
Total Books 0 1 3 13 3 7 55 357

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 3 11 30
Difference-in-Differences with Many Pre- and Post-Treatment Times 0 0 0 1 0 1 6 23
Heterogeneity of innovation strategies and firm performance 0 0 0 0 0 0 3 12
Local Average Treatment Effect and Regression-Discontinuity-Design 0 0 0 0 0 0 1 5
Methods Based on Selection on Observables 0 0 0 0 0 1 5 22
Methods Based on Selection on Unobservables 0 0 0 0 0 3 12 23
On Profit Differentials Between Persistent and Occasional Innovators: New Evidences from a Random-Coefficient Treatment Model 0 0 0 0 0 0 2 6
Synthetic Control Method 0 1 1 1 0 4 12 23
Testing Stability of Regression Discontinuity Models 0 0 1 41 1 3 5 190
The Heterogeneous Impact of Academic Patent Characteristics on Firms’ Economic Performance 0 0 0 0 0 0 0 3
The Role of Management Capacity in the Innovation Process for Firm Profitability 0 0 0 0 0 0 0 3
Total Chapters 0 1 2 43 2 15 57 340

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 4 6 14 564 4 8 43 1,588
CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial 0 0 1 32 1 3 10 213
C_ML_STATA_CV: Stata module to implement machine learning classification in Stata 2 9 41 155 9 34 219 805
DATANET: Stata module to facilitate dataset organization for network analysis purposes 0 0 5 126 1 3 27 603
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect 0 1 11 676 3 8 44 2,142
MKERN: Stata module to perform multivariate nonparametric kernel regression 0 2 5 128 0 4 21 968
NNLS: Stata module to compute non-negative least squares 0 4 11 11 2 10 67 67
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method 1 3 9 516 3 9 46 1,972
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions 0 0 4 134 0 2 20 547
OPL: Stata module for optimal policy learning 0 0 6 14 2 9 69 101
RSCORE: Stata module for estimation of responsiveness scores 0 1 2 43 0 4 12 327
R_ML_STATA_CV: Stata module to implement machine learning regression in Stata 2 7 42 173 9 28 176 791
SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods 3 7 20 99 4 25 81 488
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator 0 2 20 143 1 12 66 642
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods 1 7 18 108 3 15 80 545
SUBSET: Stata module to implement best covariates and stepwise subset selection 0 3 11 60 1 9 53 418
TED: Stata module to test Stability of Regression Discontinuity Models 0 1 13 336 3 8 38 1,441
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment 3 4 16 603 9 24 73 2,890
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score 0 0 0 302 1 4 8 1,224
TREEPLOT: Stata module to graph a tree in Stata 1 6 31 80 6 31 170 464
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment 0 3 19 1,206 2 17 104 4,864
Total Software Items 17 66 299 5,509 64 267 1,427 23,100

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Statistics updated 2025-05-12