Stefano Marchetti
Stefano Marchetti
Ricercatore di statistica, Pisa University
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Small area model-based estimators using big data sources
S Marchetti, C Giusti, M Pratesi, N Salvati, F Giannotti, D Pedreschi, ...
Robust estimation of small‐area means and quantiles
N Tzavidis, S Marchetti, R Chambers
Australian & New Zealand Journal of Statistics 52 (2), 167-186, 2010
Non-parametric bootstrap mean squared error estimation for M-quantile estimators of small area averages, quantiles and poverty indicators
S Marchetti, N Tzavidis, M Pratesi
Computational Statistics & Data Analysis, 2012
Robust small area estimation and oversampling in the estimation of poverty indicators
C Giusti, S Marchetti, M Pratesi, N Salvati
Survey Research Methods 6 (3), 155-163, 2012
Semiparametric Fay-Herriot model using penalized splines
C Giusti, S Marchetti, M Pratesi, N Salvati
Estimates of household consumption expenditure at provincial level in Italy by using small area estimation methods:“Real” Comparisons using purchasing power parities
S Marchetti, L Secondi
Social Indicators Research 131 (1), 215-234, 2017
The use of Twitter data to improve small area estimates of households’ share of food consumption expenditure in Italy
S Marchetti, C Giusti, M Pratesi
AStA Wirtschafts-und Sozialstatistisches Archiv 10 (2), 79-93, 2016
The use of a three‐level M‐quantile model to map poverty at local administrative unit 1 in Poland
S Marchetti, M Beręsewicz, N Salvati, M Szymkowiak, Ł Wawrowski
Journal of the Royal Statistical Society: Series A (Statistics in Society …, 2018
Small area model-based estimators using big data sources
M Pratesi, D Pedreschi, F Giannotti, S Marchetti, N Salvati, F Maggino
NTTS. URL http://www. cros-portal. eu/sites/default/files …, 2013
Small area estimation of poverty indicators
M Pratesi, C Giusti, S Marchetti
Survey data collection and integration, 89-101, 2013
Area level sae models with measurement errors in covariates: an application to sample surveys and big data sources
M Pratesi, F Giannotti, C Giusti, S Marchetti, D Pedreschi, N Salvati
Small Area Estimation. URL http://sae2014. ue. poznan. pl/SAE2014_ book. pdf, 2014
Robust Domain Estimation of Income‐based Inequality Indicators
N Tzavidis, S Marchetti
Analysis of Poverty Data by Small Area Estimation, 171-186, 2016
SAMPLE DELIVERABLES 12 and 16. Final small area estimation developments and simulations results
M Pratesi, C Giusti, S Marchetti, N Salvati, N Tzavidis, I Molina, M Durbán, ...
Available at: www. sample-project. eu/it/theproject/deliverablesdocs. html, 2010
Bayesian hierarchical model for small area disease mapping: A breast cancer study
S Marchetti, C Dolci, S Riccadonna, C Furlanello
SIS 2010, 2010
Small area estimation based on M-quantile models in presence of outliers in auxiliary variables
S Marchetti, C Giusti, N Salvati, M Pratesi
Statistical Methods & Applications 26 (4), 531-555, 2017
15 Outlier robust semi-parametric small area methods for poverty estimation
N Tzavidis, S Marchetti, S Donbavand
Poverty and Social Exclusion: New Methods of Analysis, 283, 2013
Small area methodologies for poverty estimation: an application to Italian data
C Giusti, S Marchetti, M Pratesi, N Tzavidis
International Statistical Institute: Proceedings of the 58th World …, 2011
Il ciclo di vita familiare e il calendario dell’emancipazione dei giovani
M Bottai, S Marchetti, E Del Fava
Edizioni Plus srl, 2006
Metodi di stima per piccole aree applicate alle indagini correnti in agricoltura in Italia
S Marchetti, EM Cleur
tesi di laurea Facoltà di Economia di Pisa, relatore Pratesi M, 2005
Estimation of Income Quantiles at the Small Area Level in Tuscany
C Giusti, S Marchetti, M Pratesi
Advanced Statistical Methods for the Analysis of Large Data-Sets, 419-428, 2012
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