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 2 6 16 46 3 8 25 51
A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders 0 0 0 0 1 1 4 186
A Super-Learning Machine for Predicting Economic Outcomes 0 3 12 107 0 3 23 135
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 3 143 6 6 16 387
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 1 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 1 53
Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy 0 0 0 76 0 1 4 101
Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations 0 1 1 9 0 3 14 42
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment 1 1 3 107 2 2 15 282
Data-driven decision making using Stata 1 3 6 6 3 5 14 14
Data-driven sensitivity analysis for matching estimators 0 0 0 39 0 0 9 83
Decentralization and the quality of local governments: Evidence in European regions with a dose-response approach 0 0 0 143 1 1 10 482
Eco-innovation, firms’ growth, and the mediating role of export activities 1 4 27 27 2 5 32 32
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 1 1 3 173 1 1 8 457
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 1 2 9 178
Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation 0 0 12 499 0 1 33 1,666
Heterogeneity of innovation strategies and firms’ performance 0 0 0 118 1 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 6 382 1 4 27 1,767
Machine learning using Stata/Python 0 3 9 73 1 4 18 72
Machine learning using Stata/Python 0 1 2 86 0 2 6 161
Managerial capacity in the innovation process and firm profitability 0 0 0 45 0 0 3 92
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 3 298 0 2 5 726
Nonparametric synthetic control method for program evaluation: model and Stata implementation 1 2 3 330 2 4 7 737
Optimal Policy Learning: From Theory to Practice 0 0 2 7 0 0 6 26
Optimal policy learning using Stata 0 2 7 19 0 3 18 40
Optimal policy learning using Stata 0 0 3 3 0 2 6 6
Optimal policy learning with observational data in multiaction scenarios: Stata implementation 0 0 1 1 1 1 3 3
Ottimizzazione versus Razionalità Procedurale: un'analisi del dibattito sulla natura della scelta razionale in economia 0 0 2 153 2 5 14 821
R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies 0 1 1 34 1 2 12 72
Sources of financing: Which ones are more effective in innovation–growth linkage? 0 0 8 8 0 1 18 18
TED: Stata Module for Testing Stability of Regression Discontinuity Models 0 0 2 193 0 2 5 438
The Economic Determinants of Crime: an Approach through Responsiveness Scores 1 3 17 166 4 14 67 655
The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence 0 0 0 19 0 0 1 38
The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach 1 1 2 64 2 3 6 150
The Redistributive Role of Non-profit Organizations 0 0 0 23 0 0 0 89
The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness 0 0 0 87 0 0 1 175
The Stata module for CUB models for rating data analysis 0 1 5 37 1 2 11 73
The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case 0 0 1 190 1 1 4 462
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 1 2 18
Using machine learning to map the European cleantech sector 0 0 2 14 1 2 10 26
Walrasian Tatonnement by Sequential Pairwise Trading: Convergence and Welfare Implications 0 0 1 22 0 0 3 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 0 4 185
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 3 131
nnls: Nonnegative least squares using Stata 0 0 2 2 0 2 5 5
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 1 92 0 0 4 226
rscore: a Stata module to compute responsiveness scores 0 0 0 27 1 1 2 80
treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score 0 0 0 62 1 1 1 180
Total Working Papers 9 34 167 4,528 41 101 503 13,325

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 1 3 9 0 2 5 19
A dose–response approach to evaluate the effects of different levels of partial credit guarantees 0 1 2 19 2 3 5 33
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 1 2 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 2 4 36
Benchmarking non-performing loans 1 2 2 19 5 8 18 77
Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports 0 0 1 2 2 3 7 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 1 1 3 16
Estimating responsiveness scores using rscore 0 0 0 13 1 1 2 56
Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata 0 1 6 109 1 3 12 251
Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy 0 0 0 0 0 1 2 10
Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy 1 1 3 71 2 3 10 202
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 1 1 0 1 1 1
Fitting mixture models for feeling and uncertainty for rating data analysis 0 1 2 6 1 2 4 16
Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg 0 1 1 42 0 1 3 103
Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects 0 0 1 13 1 1 2 60
Improving econometric prediction by machine learning 0 1 10 30 0 2 16 64
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 4 11 30 1 10 22 79
Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature 0 0 2 128 1 2 9 274
Nonparametric synthetic control using the npsynth command 0 0 0 57 0 0 3 122
Optimal treatment assignment of a threshold-based policy: empirical protocol and related issues 0 0 5 7 1 1 7 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 1 16
Sources of financing: Which ones are more effective in innovation–growth linkage? 1 2 3 3 2 4 9 9
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 1 1 1 25 2 2 4 116
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 0 3 73
The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness 0 0 4 33 0 2 12 94
Towards data-driven project design: Providing optimal treatment rules for development projects 0 0 0 0 0 0 5 6
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 1 32 3 3 6 141
ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment 1 2 3 157 1 2 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 1 1 4 179
treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score 0 0 2 36 1 1 3 118
Total Journal Articles 6 19 76 1,163 30 64 235 3,299
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 1 3 17 41
Econometric Evaluation of Socio-Economic Programs 1 2 3 13 3 12 45 313
Total Books 1 2 3 13 4 15 62 354

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 0 1 10 27
Difference-in-Differences with Many Pre- and Post-Treatment Times 0 0 0 1 0 0 6 22
Heterogeneity of innovation strategies and firm performance 0 0 0 0 0 2 3 12
Local Average Treatment Effect and Regression-Discontinuity-Design 0 0 0 0 0 0 2 5
Methods Based on Selection on Observables 0 0 0 0 1 1 8 22
Methods Based on Selection on Unobservables 0 0 0 0 2 3 13 22
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 1 1 1 1 3 4 13 22
Testing Stability of Regression Discontinuity Models 0 0 1 41 2 2 4 189
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 1 1 2 43 8 13 61 333

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 2 12 559 1 3 46 1,581
CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial 0 0 1 32 1 1 10 211
C_ML_STATAFile-URL: http://fmwww.bc.edu/repec/bocode/_/cV: Stata module to implement machine learning classification in Stata 5 14 40 151 18 63 236 789
DATANET: Stata module to facilitate dataset organization for network analysis purposes 0 0 5 126 1 3 31 601
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect 0 1 14 675 1 12 47 2,135
MKERN: Stata module to perform multivariate nonparametric kernel regression 1 1 5 127 2 6 27 966
NNLS: Stata module to compute non-negative least squares 3 7 10 10 4 13 61 61
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method 0 2 6 513 0 6 47 1,963
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions 0 0 4 134 1 2 23 546
OPL: Stata module for optimal policy learning 0 0 14 14 2 9 94 94
RSCORE: Stata module for estimation of responsiveness scores 1 2 2 43 2 5 12 325
R_ML_STATAFile-URL: http://fmwww.bc.edu/repec/bocode/_/cV: Stata module to implement machine learning regression in Stata 4 10 53 170 12 42 211 775
SCTREE: Stata module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods 3 5 17 95 12 22 79 475
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator 2 6 23 143 6 14 73 636
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods 6 9 19 107 9 23 86 539
SUBSET: Stata module to implement best covariates and stepwise subset selection 3 5 15 60 5 15 60 414
TED: Stata module to test Stability of Regression Discontinuity Models 0 2 13 335 0 3 41 1,433
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment 0 1 19 599 3 9 66 2,869
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score 0 0 0 302 1 3 7 1,221
TREEPLOT: Stata module to graph a tree in Stata 2 4 34 76 14 31 185 447
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment 2 5 26 1,205 6 16 139 4,853
Total Software Items 33 76 332 5,476 101 301 1,581 22,934

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Statistics updated 2025-03-03