Publications

Federico Belotti, Eloisa Campioni, Vittorio Larocca, Francesca Marazzi, Luca Panaccione, Andrea Piano Mortari (2024). Coordination Failure in Experimental Banks of Different Sizes. Journal of Behavioral and Experimental Finance (forthcoming).

CEIS research paper

Federico Belotti, Giulia Mancini, Giovanni Vecchi (2024). Outlier Detection for Welfare Analysis. Stata Journal (forthcoming).

World Bank working paper

Federico Belotti, Alessandro Rosi, Christopher F. Parmeter (2024). Minimum Hellinger estimation of Stochastic Frontier models. Work in progress (first draft available soon).

Tiziano Arduini, Federico Belotti, Silvio Daidone (2024). Treatment Spillover Effects with Group Size Variation: Evidence from Lesotho. Work in progress (first draft available soon).

Vincenzo Atella, Federico Belotti, Alessandro Mistretta (2024). Robust estimation and the impact of outliers on causal Inference. Work in progress (first draft available soon).

Federico Belotti, Mario Pellegrino, Gabriele Rovigatti (2024). Grouped patterns of heterogeneity across time and space: A hierarchical clustering approach. Work in progress (first draft available soon).

Vincenzo Atella, Federico Belotti, Matilde Giaccherini, Gerardo Medea, Antonio Nicolucci, Paolo Sbraccia, Andrea Piano Mortari (2024). Lifetime costs of overweight and obesity in Italy. Economics and Human Biology.

Federico Belotti, Alessandro Casini, Pierre Perron, Stefano Grassi, Leopoldo Catania (2023). Simultaneous bandwidths determination for DK-HAC estimators and long-run variance estimation in nonparametric settings. Econometric Reviews.

Tiziano Arduini, Federico Belotti, Edoardo Di Porto (2023). Estimation and Inference in the Presence of Neighborhood Unobservables. Reject & Resubmit at Journal of Econometrics.

Francesca Marazzi, Andrea Piano Mortari, Federico Belotti, Giuseppe Carrà, Ciro Cattuto, Joanna Kopinska, Daniela Paolotti, Vincenzo Atella (2022). Psychotropic drug purchases during the COVID-19 pandemic in Italy and their relationship with mobility restrictions. Scientific Reports.

Tiziano Arduini, Federico Belotti, Hanno Reuvers, Etienne Wijler (2022). Nonparametric Penalized Spatial Modelling. Work in progress (first draft available soon).

Federico Belotti, Joanna Kopinska, Alessandro Palma, Andrea Piano Mortari (2022). Health Status and the Great Recession. Evidence from Electronic Health Records. Health Economics.

Cite DOI CEIS research paper

Justiina Ronkainen, Sylvain Sebert, et al, on behalf of the LongITools Project Group (2022). LongITools. Dynamic longitudinal exposome trajectories in cardiovascular and metabolic noncommunicable diseases. Environmental Epidemiology.

Jeffrey Yu, Bryan Tysinger, Andrea Piano Mortari, Federico Belotti, Vincenzo Atella, Dana Goldman (2021). The return to preventing chronic disease in Europe and United States. The Journal of Human Capital.

Michele Aquaro, Federico Belotti, Ida Johnsson (2021). Estimation and inference for spatial models with heterogeneous coefficients in MATLAB, Python, R, and Stata. Work in progress (first draft available soon).

Federico Belotti, Alessandro Borin, Michele Mancini (2021). icio: Economic Analysis with Inter-Country Input-Output Tables in Stata. Stata Journal.

Cite DOI World Bank working paper

Vincenzo Atella, Federico Belotti, Tadeja Gracner, Andrea Piano Mortari, Daejung Kim, Dana Goldman, Bryan Tysinger (2021). The future of the elderly population health status: Filling a knowledge gap. Health Economics.

Federico Belotti, Giancarlo Ferrara (2021). Imposing monotonicity in stochastic frontier models: an iterative nonlinear least squares procedure. Work in progress.

CEIS research paper

Federico Belotti, Franco Peracchi (2020). Fast leave-one-out methods for inference, model selection, and diagnostic checking. Stata Journal.

Federico Belotti, Edoardo Di Porto, Gianluca Santoni (2020). The effect of local taxes on firm performance: Evidence from geo‐referenced data. Journal of Regional Science.

Vincenzo Atella, Federico Belotti, Jay Bhattacharya, Domenico Depalo (2019). When technological advance meets physician learning in drug prescribing. Work in progress.

NBER working paper

Vincenzo Atella, Federico Belotti, Chris Bojke, Adriana Castelli, Katja Grašič, Joanna Kopinska, Andrea Piano Mortari, Andrew Street (2019). How health policy shapes healthcare sector productivity? Evidence from Italy and UK. Health Policy.

Federico Belotti, Giuseppe Ilardi, Andrea Piano Mortari (2019). Estimation of stochastic frontier models with spatial inefficiency. Work in progress.

CEIS research paper

Vincenzo Atella, Andrea Piano Mortari, Federico Belotti, Claudio Cricelli, Francesco Lapi, Luigi Fontana (2018). Trends in Age-Related Disease Burden and Health Care Utilization. Aging Cell.

Federico Belotti, Edoardo Di Porto, Gianluca Santoni (2018). Spatial Differencing: Estimation and Inference. CESifo Economic Studies.

Federico Belotti, Giuseppe Ilardi (2018). Consistent inference in fixed-effects stochastic frontier models. Journal of Econometrics.

Vincenzo Atella, Federico Belotti, Domenico Depalo (2017). Drug therapy adherence and health outcomes in the presence of physician and patient unobserved heterogeneity. Health Economics.

Aslihan Arslan, Federico Belotti, Leslie Lipper (2017). Smallholder productivity and weather shocks: Adoption and impact of widely promoted agricultural practices in Tanzania. Food Policy.

Vincenzo Atella, Federico Belotti, Barbara Blaylock, Dana Goldman, Andrea Piano Mortari, Bryan Tysinger (2017). Life course inequality across generations. In: Preventing Ageing Unequally.

Federico Belotti, Gordon Hughes, Andrea Piano Mortari (2017). Spatial panel-data models using Stata. Stata Journal.

Vincenzo Atella, Joanna Kopinska, Gerardo Medea, Federico Belotti, Valeria Tosti, Andrea Piano Mortari, Claudio Cricelli, Luigi Fontana (2015). Excess body weight increases the burden of age-associated chronic diseases and their associated health care expenditures. Aging.

Federico Belotti, Partha Deb, Willard G. Manning, Edward C. Norton (2015). twopm: Two-part models. Stata Journal.

Francesco Bartolucci, Federico Belotti, Franco Peracchi (2015). Testing for time-invariant unobserved heterogeneity in generalized linear models for panel data. Journal of Econometrics.

Vincenzo Atella, Federico Belotti, Domenico Depalo, Andrea Piano Mortari (2014). Measuring spatial effects in the presence of institutional constraints: The case of Italian Local Health Authority expenditure. Regional Science and Urban Economics.

Federico Belotti, Silvio Daidone, Giuseppe Ilardi, Vincenzo Atella (2013). Stochastic frontier analysis using Stata. Stata Journal.

Federico Belotti, Domenico Depalo (2010). Translation from narrative text to standard codes variables with Stata. Stata Journal.

Davide Arduini, Federico Belotti, Mario Denni, Gerolamo Giungato, Antonello Zanfei (2010). Technology adoption and innovation in public services the case of e-government in Italy. Information Economics and Policy.