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 2 7 14 65
A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 0 1 9 12 198
A Super-Learning Machine for Predicting Economic Outcomes 0 1 3 110 0 3 10 145
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 0 3 18 405
A responsiveness-based (composite) indicator with an application to countries’ innovative performance 0 0 0 27 0 12 12 111
Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game 0 0 1 41 1 4 6 144
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose-response approach 0 0 0 23 1 5 12 65
Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy 0 0 0 76 3 9 12 113
Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations 0 0 0 9 0 4 10 52
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 0 0 5 112 1 8 17 299
Data-driven decision making using Stata 0 0 0 6 1 7 10 24
Data-driven sensitivity analysis for matching estimators 0 0 0 39 2 7 11 94
Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach 0 0 1 144 1 5 12 494
Eco-innovation, firms’ growth, and the mediating role of export activities 1 1 2 29 1 9 16 48
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 1 4 6 65
Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey 0 0 3 176 0 4 14 471
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 1 4 11 189
Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation 0 0 2 501 1 11 23 1,689
Heterogeneity of innovation strategies and firms’ performance 0 0 0 118 0 6 7 288
Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions 0 0 1 19 2 9 15 75
Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection 0 0 1 383 1 20 33 1,800
Learning by exporting with a dose-response function 1 3 7 7 5 15 27 27
Machine learning using Stata/Python 1 1 1 87 3 8 12 173
Machine learning using Stata/Python 1 1 1 74 5 10 14 86
Managerial capacity in the innovation process and firm profitability 0 1 2 47 4 15 22 114
Measuring Intersectoral Knowledge Spillovers: an Application of Sensitivity Analysis to Italy 0 0 0 87 1 7 8 245
Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues 0 0 1 299 2 5 11 737
Nonparametric synthetic control method for program evaluation: model and Stata implementation 0 0 1 331 0 9 12 749
Optimal Policy Learning for Multi-Action Treatment with Risk Preference using Stata 0 0 0 0 0 3 4 4
Optimal Policy Learning: From Theory to Practice 0 0 0 7 4 5 8 34
Optimal policy learning for multiaction treatment and risk preference 0 0 1 1 0 4 8 8
Optimal policy learning using Stata 0 0 2 21 1 3 9 49
Optimal policy learning using Stata 0 0 3 6 2 7 15 21
Optimal policy learning with observational data in multiaction scenarios: Stata implementation 0 1 1 2 1 7 12 15
Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia 0 0 3 156 0 3 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 3 11 16 88
Risk-Adjusted Policy Learning and the Social Cost of Uncertainty: Theory and Evidence from CAP evaluation 0 0 6 6 0 3 5 5
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 1 3 11 2 5 10 28
TED: Stata Module for Testing Stability of Regression Discontinuity Models 0 0 1 194 2 5 11 449
The Economic Determinants of Crime: an Approach through Responsiveness Scores 0 1 5 171 2 19 55 710
The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence 0 0 0 19 3 4 7 45
The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach 0 0 0 64 1 7 15 165
The Redistributive Role of Non-profit Organizations 1 1 1 24 1 5 7 96
The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness 0 0 0 87 2 15 19 194
The Stata module for CUB models for rating data analysis 0 0 1 38 0 3 7 80
The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case 0 0 0 190 2 7 12 474
The new cate command: An overview 0 5 9 9 1 22 29 29
The redistributive role of non-profit organizations 1 1 1 93 2 8 8 426
Towards Data-driven Project design: Providing Optimal Treatment Rules for Development Projects 0 0 0 12 2 6 8 26
Using machine learning to map the European cleantech sector 0 0 1 15 1 9 14 40
Walrasian Tatonnement by Sequential Pairwise Trading: Convergence and Welfare Implications 0 0 0 22 4 14 15 107
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 8 9 142
datanet: A Stata procedure to facilitate dataset organization for network analysis 0 0 1 49 3 8 14 199
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 4 4 135
nnls: Nonnegative least squares using Stata 1 1 2 4 2 6 11 16
ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 65 1 4 8 195
ntreatreg: a Stata module for estimation of treatment effects in the presence of neighborhood interactions 0 0 0 92 0 3 4 230
rscore: a Stata module to compute responsiveness scores 0 0 0 27 0 6 9 89
treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score 0 0 0 62 5 10 14 194
Total Working Papers 7 19 82 4,610 88 443 765 14,090

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 0 6 8 27
A dose–response approach to evaluate the effects of different levels of partial credit guarantees 0 0 2 21 2 5 12 45
A dose–response evaluation of a regional R&D subsidies policy 0 0 2 9 0 2 7 21
A flexible Synthetic Control Method for modeling policy evaluation 0 0 0 79 1 8 12 192
An analysis of long-run relationship between ICT sectors and economic growth: evidence from ASEAN countries 0 0 0 3 1 5 6 21
Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game 0 0 0 19 2 9 13 140
Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach 0 0 0 6 0 3 4 40
Benchmarking non-performing loans 0 1 2 21 0 5 9 86
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports 0 0 0 2 2 12 20 46
Data-driven sensitivity analysis for matching estimators 0 0 0 10 1 4 7 50
Do company-owned academic patents influence firm performance? Evidence from the Italian industry 0 0 1 6 0 1 5 21
Economic and business cycles with time varying in India: evidence from ICT sectors 0 0 1 4 0 1 4 20
Estimating responsiveness scores using rscore 0 0 0 13 1 3 5 61
Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata 0 0 1 110 2 8 12 263
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy 0 0 0 0 1 6 8 18
Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy 1 1 3 74 1 3 7 209
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 6 51
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 1 2 3 9 14 15
Fitting mixture models for feeling and uncertainty for rating data analysis 0 0 1 7 2 4 8 24
Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg 0 1 2 44 0 4 9 112
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects 0 0 1 14 0 5 11 71
Improving econometric prediction by machine learning 0 5 9 39 0 8 15 79
Leveraging artificial intelligence and machine learning analytics for development effectiveness: a comprehensive approach to extract insights from project data 0 0 7 7 1 7 20 20
MEASURING INTERSECTORAL KNOWLEDGE SPILLOVERS: AN APPLICATION OF SENSITIVITY ANALYSIS TO ITALY 0 0 0 24 2 8 8 100
Machine learning using Stata/Python 0 1 6 36 3 11 26 105
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature 0 1 3 131 0 19 31 305
Nonparametric synthetic control using the npsynth command 0 0 2 59 1 3 8 130
Optimal initial donor selection for the synthetic control method 1 3 4 4 4 8 14 18
Optimal policy learning using Stata 0 0 6 6 1 8 21 21
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues 0 0 2 9 2 5 10 24
R&D AND TECHNOLOGICAL INTERNATIONALISATION: EVIDENCE FROM A RANDOM COEFFICIENT TREATMENT MODEL 0 0 0 6 0 2 3 29
R&D Subsidization Effect and Network Centralization: Evidence from an Agent-Based Micro-Policy Simulation 0 0 0 4 0 0 2 37
Sequential pairwise trading: convergence and welfare implications 0 0 0 3 0 5 5 21
Sources of financing: Which ones are more effective in innovation–growth linkage? 1 2 4 7 5 14 46 55
The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores 0 0 0 33 0 4 7 107
The complementary nature of technological capabilities: Measurement and robustness issues 0 0 0 2 3 7 7 29
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 2 7 8 21
The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis 0 0 3 28 0 3 9 125
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 8 81
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness 0 0 1 34 0 5 9 103
Towards data-driven project design: Providing optimal treatment rules for development projects 0 0 3 3 0 6 14 20
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 4 4 145
ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment 0 0 3 160 0 1 8 330
datanet: a Stata routine for organising a dataset for network analysis purposes 0 0 0 13 0 5 5 43
ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection 0 0 1 60 1 8 12 191
treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score 0 0 0 36 0 4 5 123
Total Journal Articles 3 15 72 1,235 47 263 492 3,795
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 13 1 8 15 328
Econometric Evaluation of Socio-Economic Programs 0 0 0 0 1 6 14 55
Total Books 0 0 0 13 2 14 29 383

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 4 17 44
Difference-in-Differences with Many Pre- and Post-Treatment Times 0 0 0 1 2 6 11 33
Heterogeneity of innovation strategies and firm performance 0 0 0 0 0 4 5 17
Local Average Treatment Effect and Regression-Discontinuity-Design 0 0 0 0 0 8 11 16
Methods Based on Selection on Observables 0 0 0 0 0 2 8 30
Methods Based on Selection on Unobservables 0 0 0 0 0 2 5 27
On Profit Differentials Between Persistent and Occasional Innovators: New Evidences from a Random-Coefficient Treatment Model 0 0 0 0 1 2 3 9
Synthetic Control Method 0 0 0 1 1 10 25 47
Testing Stability of Regression Discontinuity Models 0 0 1 42 3 4 10 199
The Heterogeneous Impact of Academic Patent Characteristics on Firms’ Economic Performance 0 0 0 0 2 6 7 10
The Role of Management Capacity in the Innovation Process for Firm Profitability 0 0 0 0 0 4 5 8
Total Chapters 0 0 1 44 10 52 107 440

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 0 10 569 4 7 34 1,615
CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial 0 0 1 33 0 2 7 218
C_ML_STATA_CV: Stata module to implement machine learning classification in Stata 0 0 12 163 1 24 88 877
DATANET: Stata module to facilitate dataset organization for network analysis purposes 0 0 1 127 1 4 17 618
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect 1 1 9 684 3 12 44 2,179
MKERN: Stata module to perform multivariate nonparametric kernel regression 0 0 2 129 1 5 17 983
NNLS: Stata module to compute non-negative least squares 2 3 7 17 4 24 53 114
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method 0 2 7 520 1 8 40 2,003
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions 0 0 1 135 0 3 16 562
OPL: Stata module for optimal policy learning and multi-action optimal policy learning 0 0 2 16 2 13 44 138
RSCORE: Stata module for estimation of responsiveness scores 0 0 1 44 0 5 13 338
R_ML_STATA_CV: Stata module to implement machine learning regression in Stata 0 1 11 181 5 18 91 866
SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods 0 1 16 111 0 6 46 521
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator 0 0 2 145 4 13 44 680
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods 0 1 10 117 2 6 39 578
SUBSET: Stata module to implement best covariates and stepwise subset selection 0 0 6 66 0 4 33 447
TED: Stata module to test Stability of Regression Discontinuity Models 1 2 4 339 1 7 25 1,458
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment 0 0 6 605 3 13 53 2,922
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score 0 0 0 302 0 3 11 1,232
TREEPLOT: Stata module to graph a tree in Stata 1 2 15 91 6 15 82 529
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment 1 1 8 1,213 3 7 67 4,920
Total Software Items 6 14 131 5,607 41 199 864 23,798
1 registered items for which data could not be found
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