{"id":8,"date":"2015-04-08T11:14:00","date_gmt":"2015-04-08T09:14:00","guid":{"rendered":"http:\/\/people.unipi.it\/cloner\/?page_id=8"},"modified":"2020-08-11T10:58:06","modified_gmt":"2020-08-11T08:58:06","slug":"pubblicazioni","status":"publish","type":"page","link":"https:\/\/people.unipi.it\/nicola_salvati\/pubblicazioni\/","title":{"rendered":"Pubblicazioni"},"content":{"rendered":"<p><strong>Papers in Journals<\/strong><\/p>\n<ul>\n<li>Frumento, P. &amp; Salvati, N. (2020). Parametric modelling of M-quantile regression coefficient functions with application to small area estimation. <em>Journal of Royal Statistical Society Series<\/em> <em>A,<\/em> 183, 229-250.<\/li>\n<li><span class=\"docTitle\">Schirripa-Spagnolo, F., <strong>Salvati, N.<\/strong> &amp; D&#8217;Agostino, A. (2020). The use of sampling weights in M-quantile random-effects regression: an application to Programme for International Student Assessment mathematics scores, <em>Journal of Royal Statistical Society Series<\/em> C<em>,<\/em> 69, 991-1012.<\/span><\/li>\n<li>Fabrizi, E., Salvati, N., Trevisano, C. (2020) Small area estimation based on flexible quantile regression.<em> Computational Statistics and Data Analysis.<\/em><\/li>\n<li>Marino, M.F., Ranalli, M.G., Salvati, N. &amp; Alf\u00f2, M. (2019). Semi-parametric Empirical Best prediction for small area estimation of unemployment indicators. <em>Annals of Applied Statistics<\/em>, <strong>13<\/strong>, 1166-1197.<\/li>\n<li>Chambers, R., Salvati, N., Fabrizi, E. &amp; da Silva, A.D. (2019) Domain estimation under informative linkage. <em>Statistical Theory and Related Fields<\/em>, DOI: 10.1080\/24754269.2019.1653158.<\/li>\n<li>Del Sarto, S., Marino, M.F., Ranalli, M.G., Salvati, N. (2019). Using finite mixtures of M-quantile regression models to handle unobserved heterogeneity in assessing the effect of meteorology and traffic on air quality. Forthcoming in <em>Stochastic Environmental Research and Risk Assessment<\/em>, <strong>33<\/strong>, 1345-1359.<\/li>\n<li>Sobotka, F.O., Kneib, T., Salvati, N. &amp; Ranalli, M.G. (2019). Adaptive Semiparametric M-Quantile Regression. <em>Econometrics and Statistics<\/em>, <strong>11<\/strong>, 116-129.<\/li>\n<li>Borgoni, R., Carcagn\u00ec, A., Salvati, N. &amp; Schmid, T. (2019). Analysing radon accumulation in the home by flexible M-quantile mixed effect regression. <em>Stochastic Environmental Research and Risk Assessment<\/em>,<strong> 33<\/strong>, 375-394.<\/li>\n<li>Chandra, H., Salvati, N. &amp; Chambers, R. (2019). Small Area Estimation of Survey Weighted Counts under Aggregated Level Spatial Models. <em>Survey Methodology<\/em>, <strong>45<\/strong>, 31-59.<\/li>\n<li>Marchetti S., Berkesewicz M., Salvati N., Szymkowiak M. &amp; Wawrowski L (2018). The use of a three-level <em>M <\/em>-quantile model to map poverty at local administrative unit 1 in Poland. <em>Journal of Royal Statistical Society Series<\/em> <em>A, <\/em>DOI 10.1111\/rssa.12348.<\/li>\n<li>Chandra, H., Salvati, N. &amp; Chambers, R. (2018). Small Area Prediction under Nonparametric Generalized Linear Mixed Model.\u00a0 <em>Journal of Computational Statistics and Data Analysis<\/em>, <strong>126<\/strong>, 19-38.<\/li>\n<li>Borgoni R., Del Bianco P., Salvati N., Shmid T. &amp; Tzavidis N. (2018). Modelling the distribution of health-related quality of life of advanced melanoma patients in a longitudinal multi-centre clinical trial using M-quantile random effects regression. <em>Statistical Methods in Medical Research<\/em>. doi:10.1177\/0962280216636651.<\/li>\n<li>Baldermann C., Salvati N. &amp; Schmid T. (2018). Robust Small Area Estimation under Spatial Non-Stationarity. <em>International Statistical Review<\/em>, DOI 10.1111\/insr.12245.<\/li>\n<li>Bianchi A., Fabrizi E., Salvati N. &amp; Tzavidis N. (2018). Estimation and testing in M-quantile Regression with applications to small area estimation. <em>International Statistical Review<\/em>, DOI 10.1111\/insr.12267.<\/li>\n<li>Schmid T., Bruckschen F., Salvati N. &amp; Zbiranski (2017). Constructing socio-demographic indicators for NSI using mobile data. <em>Journal of Royal Statistical Society Series<\/em> <em>A, <\/em>DOI 10.1111\/rssa.12305.<\/li>\n<li>Schirripa Spagnolo Francesco, D\u2019Agostino Antonella, Salvati Nicola (2017). Measuring differences in economic standard of living between immigrant communities in Italy. <em>Quality And Quantity<\/em>, doi: 10.1007\/s11135-017-0542-3.<\/li>\n<li>Marchetti Stefano, Giusti Caterina, Salvati Nicola, Pratesi Monica (2017). Small area estimation based on M-quantile models in presence of outliers in auxiliary variables. <em>Statistical Methods &amp; Applications<\/em>, doi: 10.1007\/s10260-017-0380-4.<\/li>\n<li>Chandra Hukum, Salvati Nicola (2017). Small Area Estimation of Proportions under a Spatial Dependent Aggregated Level Random Effects Model. <em>Communications In Statistics. Theory And Methods<\/em>, doi: 10.1080\/03610926.2017.1317806.<\/li>\n<li>Alf\u00f2 M., Salvati N. &amp; Ranalli M.G. (2017). <em>Finite mixtures of quantile and M-quantile regression models<\/em>. <em>Statistics &amp; Computing<\/em>, <strong>27<\/strong>, 547-570.<\/li>\n<li>Chandra H., Salvati N. &amp; Chambers R. (2017). Small area prediction of counts under a non-stationary spatial model. <em>Spatial Statistics,<\/em> <strong>20<\/strong>, 30-56.<\/li>\n<li>Tzavidis N., Salvati N., Schmid T., Flouri E. &amp; Midouhas E. (2016). Longitudinal analysis of the Strengths and Difficulties Questionnaire scores of the Millennium Cohort Study children in England using M-quantile random effects regression. <em>Journal of Royal Statistical Society Series<\/em> <em>A<\/em>, <strong>179<\/strong>, 427-452.<\/li>\n<\/ul>\n<ul>\n<li>Chambers R., Salvati N. &amp; Tzavidis N. (2016). Semiparametric small area estimation for binary outcomes with application to unemployment estimation for Local Authorities in the UK. <em>Journal of Royal Statistical Society Series<\/em> <em>A<\/em>, <strong>179<\/strong>, 453-479.<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M., Giusti C., Marchetti S., Salvati N., Pappalardo, L., Pedreschi D. and Giannotti F. (2015). Small area model-based estimators using Big Data sources. <em>Journal of Official Statistics, <strong>31<\/strong>, 263-281.<\/em><\/li>\n<\/ul>\n<ul>\n<li>Bianchi A. &amp; Salvati N. (2015). Asymptotic properties and variance estimators of the M-quantile regression coefficients estimators. <em>Communications in Statistics \u2013 Theory and Methods, <\/em><strong>44<\/strong>, 2416.<\/li>\n<\/ul>\n<ul>\n<li>Romano G., Salvati N., Guerrini A. (2015). An Empirical Analysis of the Determinants of Water Demand in Italy. <em>Journal Of Cleaner Production<\/em>, ISSN: 0959-6526, doi: 10.1016\/j.jclepro.2015.09.141.<\/li>\n<\/ul>\n<ul>\n<li>Chandra H., Salvati N. &amp; Chambers R. (2015). A Spatially Nonstationary Fay-Herriot Model for Small Area Estimation. <em>Journal Of Survey Statistics And Methodology<\/em>, <strong>3<\/strong>, 109-135.<\/li>\n<\/ul>\n<ul>\n<li>Chambers R., Chandra H., Salvati N. &amp; Tzavidis N. (2014). Outlier Robust Small Area Estimation. <em>Journal of Royal Statistical Society Series<\/em> B, <strong>76<\/strong>, 47-69.<\/li>\n<\/ul>\n<ul>\n<li>Tzavidis N., Ranalli M.G., Salvati N., Dreassi E. &amp; Chambers R. (2014). Robust small area prediction for counts. <em>Statistical Methods in Medical Research<\/em>, <strong>24<\/strong>, 373-395.<\/li>\n<\/ul>\n<ul>\n<li>Chambers R., Dreassi E. &amp; Salvati N. (2014). Disease Mapping via Negative Binomial Regression M-quantiles. <em>Statistics in Medicine<\/em>, <strong>33<\/strong>, 4805-4824.<\/li>\n<\/ul>\n<ul>\n<li>Dreassi E., Ranalli M.G. &amp; Salvati N. (2014). Semiparametric M-quantile Regression for Count Data. <em>Statistical Methods in Medical Research<\/em>, <strong>23<\/strong>, 591-610<em>.<\/em><\/li>\n<\/ul>\n<ul>\n<li>Fabrizi E., Salvati N., Pratesi M. &amp; Tzavidis N. (2014). Outlier robust model-assisted small area estimation. <em>Biometrical Journal, <strong>56<\/strong>, 157-175<\/em>.<\/li>\n<\/ul>\n<ul>\n<li>Giusti C., Tzavidis N., Pratesi M. &amp; Salvati N. (2014). Resistance to outliers of M-quantile and robust random effects small area models. <em>Communications in Statistics \u2013 Simulation and Computation<\/em>, <strong>43<\/strong>, 549-568.<\/li>\n<\/ul>\n<ul>\n<li>Bianchi A. &amp; Salvati N. (2014). Asymptotic properties and variance estimators of the M-quantile regression coefficients estimators. <em>Communications in Statistics \u2013 Theory and Methods. doi:<\/em>1080\/03610926.2013.791375.<\/li>\n<\/ul>\n<ul>\n<li>Fabrizi E., Salvati N., Giusti C. &amp; Tzavidis N. (2014). Mapping Average Equivalized Income Using Robust Small Area Methods. <em>Papers in Regional Science<\/em>, <strong>93<\/strong>, 685-701.<\/li>\n<\/ul>\n<ul>\n<li>Romano G., Salvati N. &amp; Guerrini A. (2014). Estimating the determinants of residential water demand in Italy. <em>WATER<\/em>, <strong>6<\/strong>, 2929-2945.<\/li>\n<\/ul>\n<ul>\n<li>Romano G., Salvati N. &amp; Guerrini A. (2014). Factors affecting water utility companies&#8217; decision to promote the reduction of household water consumption. <em>WATER RESOURCES MANAGEMENT<\/em>, ISSN: 0920-4741, doi: 10.1007\/s11269-014-0818-5<\/li>\n<\/ul>\n<ul>\n<li>Benedetti R., Pratesi M. &amp; Salvati N. (2013). Local stationarity in small area estimation models. <em>Statistical methods &amp; applications<\/em>, <strong>22<\/strong>, 81-95, doi: 1007\/s10260-012-0208-1.<\/li>\n<\/ul>\n<ul>\n<li>Romano G., Salvati N., Martini M. &amp; Guerrini A. (2013). Water utilities and the promotion of sustainable water use: an international insight. <em>Environmental Engineering And Management Journal<\/em>, <strong>12<\/strong>, 129-132.<\/li>\n<\/ul>\n<ul>\n<li>Giusti C., Marchetti S., Pratesi M. &amp; Salvati N. (2012). Robust Small Area Estimation and Oversampling in the Estimation of Poverty Indicators. <em>Survey Research Methods<\/em>, <strong>3<\/strong>, 155-163.<\/li>\n<\/ul>\n<ul>\n<li>Salvati N., Tzavidis, Pratesi M. &amp; Chambers R. (2012). Small Area Estimation Via M-quantile Geographically Weighted Regression. TEST, <strong>21<\/strong>, 1-28, doi: 10.1007\/s11749-010-0231-1.<\/li>\n<\/ul>\n<ul>\n<li>Fabrizi E., Salvati N. &amp; Pratesi M. (2012). Constrained Small Area Estimators Based on M-Quantile Methods. <em>Journal of Official Statistics, <\/em><strong>28<\/strong><em>, 1-15.<\/em><\/li>\n<\/ul>\n<ul>\n<li>Giusti C., Marchetti S., Pratesi M. &amp; Salvati N. (2012). Semiparametric Fay_Herriot model using Penalized Splines. <em>Journal of the Indian Society of Agricultural Statistics, <\/em><strong>66<\/strong>, 1-14.<\/li>\n<\/ul>\n<ul>\n<li>Tzavidis N., Salvati N., Chambers R. &amp; Chandra H. (2012). Small Area Estimation in Practice: An Application to Agricultural Business Survey Data.<em>Journal of the Indian Society of Agricultural Statistics, <\/em><strong>66<\/strong><em>, <\/em>213-238.<\/li>\n<\/ul>\n<ul>\n<li>Chandra H., Salvati N., Chambers R. &amp; Tzavidis N. (2012). Small Area Estimation under Spatial Nonstationarity. <em>Journal of Computational Statistics and Data Analysis<\/em>, <strong>56<\/strong>, 2875-2888.<\/li>\n<\/ul>\n<ul>\n<li>Salvati N., Chandra H. &amp; Chambers R. (2012). Model Based Direct Estimation of Small Area Distributions. <em>Australian and New Zealand Journal of Statistics<\/em>, <strong>54<\/strong>, 103-123.<\/li>\n<\/ul>\n<ul>\n<li>Chandra H., Chambers R. &amp; Salvati N. (2012). Small Area Estimation of Proportions in Business Surveys. <em>Journal of Statistical Computation &amp; Simulation<\/em>, <strong>82<\/strong>, 783-795.<\/li>\n<\/ul>\n<ul>\n<li>Chandra H., UC Sud &amp; Salvati N. (2011). Estimation of District level poor household in the state of Uttar Pradesh in India by combining NSSO Survey and Census Data. <em>Journal of the Indian Society of Agricultural Statistics<\/em>, <strong>65<\/strong>, 83-90.<\/li>\n<\/ul>\n<ul>\n<li>Chandra H., Salvati N. &amp; UC Sud (2011). Disaggregate-level estimates of indebtedness in the state of Uttar Pradesh in India-an application of small area estimation technique. <em>Journal of Applied Statistics<\/em>, <strong>38<\/strong>, 2413-2432.<\/li>\n<\/ul>\n<ul>\n<li>Salvati N., Ranalli M.G. &amp; Monica Pratesi (2011). Small area estimation of the mean using non-parametric M-quantile regression: a comparison when a linear mixed model does not hold. <em>Journal of Statistical Computation and Simulation, <\/em> <strong>81<\/strong>, 945-964<em>.<\/em><\/li>\n<\/ul>\n<ul>\n<li>Bonanni E., Tognoni G., Maestri M., Salvati N., Fabbrini M., Borghetti D., Di Coscio E., Choub A., Sposito R., Pagni C., Iudice A. &amp; Murri L. (2010). Sleep disturbances in elderly subjects: an epidemiological survey in an Italian district. <em>Acta Neurologica Scandinavica, <\/em><strong>122<\/strong>, 389-397.<\/li>\n<\/ul>\n<ul>\n<li>Salvati N.,\u00a0Chandra H., Ranalli M.G. &amp; Chambers R. (2010). Small Area Estimation Using a Nonparametric Model Based Direct Estimator. <em>Journal of Computational Statistics and Data Analysis<\/em>, <strong>54<\/strong>, 2159-2171.<\/li>\n<\/ul>\n<ul>\n<li>Giusti C., Pratesi M. &amp; Salvati N. (2009). Small area methods in the estimation of poverty indicators: the case of Tuscany. <em>Politica Economica<\/em>, <strong>3<\/strong>, 369-380.<\/li>\n<\/ul>\n<ul>\n<li>Pratesi, M. &amp; Salvati, N. (2009). Small area estimation in the presence of correlated random area effects. <em>Journal of Official Statistics<\/em>, <strong>25<\/strong>, 37-53.<\/li>\n<\/ul>\n<ul>\n<li>Molina I., Salvati N. &amp; Pratesi M. (2009). Bootstrap for estimating the mean squared error of the Spatial Eblup. <em>Computational Statistics, <\/em><strong>24<\/strong>, 441-458.<\/li>\n<\/ul>\n<ul>\n<li>Salvati N., Pratesi M., Tzavidis N. &amp; Chambers R. (2009). Spatial M-quantile Models for Small Area Estimation. <em>Statistics in Transition<\/em>, <strong>10<\/strong>, 251-267.<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M., Giusti C., Salvati N. (2009). Estimation of poverty indicators in Italy: a small area M-Quantile based approach. <em>Rivista Italiana Di Economia, Demografia E Statistica<\/em>, vol. Vol. LXIII, p. 243-256, ISSN: 0035-6832.<\/li>\n<\/ul>\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li>Pratesi M., Ranall M.G. &amp; Salvati N. (2009). Semiparametric M-quantile Regression using Penalized Splines. <em>Journal of Nonparametric Statistics<\/em>, <strong>21<\/strong>, 287-304.<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M., Giusti C. &amp; Salvati N. (2009). Estimation of poverty indicators in Italy: a small area M-Quantile based approach. <em>Rivista Italiana Di Economia, Demografia e Statistica<\/em>, <strong>63<\/strong>, 243-256.<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M., Ranall M.G. &amp; Salvati N. (2008). Semiparametric M-quantile regression for estimating the proportion of acidic lakes in 8-digit HUCs of the Northeastern US. <em>Environmetrics<\/em>, <strong>19<\/strong>, 687-701.<\/li>\n<\/ul>\n<ul>\n<li>Petrucci A., Salvati N., Salvini S. &amp; Vignoli D. (2008). Invecchiamento e Mobilit\u00e0 nell\u2019area Metropolitana Fiorentina (in italiano). <em>Rivista di economia e statistica del territorio<\/em>, <strong>2<\/strong>, 81-103.<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M. &amp; Salvati N. (2008). Small Area Estimation: the EBLUP estimator based on spatially correlated random area effects. <em>Statistical methods &amp; applications<\/em>, <strong>17<\/strong>, 114-131.<\/li>\n<\/ul>\n<ul>\n<li>Tzavidis N., Salvati N., Pratesi M. &amp; Chambers, R. (2008). M-quantile Models with Application to Small Area Estimation and Poverty Mapping. <em>Statistical methods &amp; applications<\/em>, vol. <strong>17<\/strong>, 393-411.<\/li>\n<\/ul>\n<ul>\n<li>Geraci M. &amp; Salvati N. (2007). The geographical distribution of the consumption expenditure in Ecuador. Esimation and mapping of the regression quantiles. <em>Italian Journal of Applied Statistics<\/em>, <strong>19<\/strong>, 167-183.<\/li>\n<\/ul>\n<ul>\n<li>Chandra H., Salvati N. &amp; Chambers, R. (2007). Small area estimation for spatially correlated populations. A comparison of direct and indirect model-based methods. <em>Statistics in Transition<\/em>, <strong>8<\/strong>, 887-906.<\/li>\n<\/ul>\n<ul>\n<li>Puccinelli A., Cantarelli E., Casarosa N., Avanzi G., Falaschi F., Giannecchini R., Pochini A., Ribolini A., Bottai M., Salvati N. &amp; Testi C. (2007). Multidisciplinary investigations in evaluating landslide susceptibility\u2014 An example in the Serchio River valley (Italy). <em>Quaternary International<\/em>, <strong>171<\/strong>, 52-63.<\/li>\n<\/ul>\n<ul>\n<li>Petrucci A. &amp; Salvati, N. (2006). Small Area Estimation considering Spatial Correlation in Watershed Erosion Assessment Survey. <em>Journal of Agricultural Biological and Environmental Statistics<\/em>, <strong>11<\/strong>, 169-182.<\/li>\n<\/ul>\n<ul>\n<li>Bottai M., Salvati N. &amp; Orsini N. (2006). Multilevel models for analyzing people\u2019s daily moving behavior. <em>Journal of Geographical Systems<\/em>, <strong>8<\/strong>, 97-108.<\/li>\n<\/ul>\n<ul>\n<li>Petrucci A., Pratesi M. &amp; Salvati N. (2005). Geographic Information in Small Area Estimation: Small Area Models and Spatially Correlated Random Area Effects. <em>Statistics in Transition<\/em>, <strong>7<\/strong>, 609-623.<\/li>\n<\/ul>\n<ul>\n<li>Petrucci A., Salvati N. &amp; Seghieri C. (2004). Autologistic regression model for poverty mapping and analysis. <em>Metodolo\u0161ki Zvezky<\/em>, Advances in Methodology and Statistics, <strong>1<\/strong>, 225-234.<\/li>\n<\/ul>\n<p><strong>Review in Journal<\/strong><\/p>\n<ul>\n<li>Pratesi M. &amp; Salvati, N. (2006). Missing Data and Small-Area Estimation: Modern Analytical Equipment for the Survey Statistician. <em>Journal of the American Statistical Association<\/em>, <strong>101<\/strong>, 1729-1730. (Revisione del libro Missing Data and Small-Area Estimation: Modern Analytical Equipment for the Survey Statistician).<\/li>\n<\/ul>\n<p><strong>Chapter in Book<\/strong><\/p>\n<ul>\n<li>Pratesi M. &amp; Salvati N. (2015) Introduction on measuring poverty at local level using SAE methods. In <em>Analysis of poverty data by small area estimation<\/em>. A cura di Pratesi M., eds. Wiley. In print<\/li>\n<\/ul>\n<ul>\n<li>Chandra H., Salvati N. &amp; Chambers R. (2015) Model Based Direct Estimation of a Small Area Distribution Function. In <em>Analysis of poverty data by small area estimation<\/em>. A cura di Pratesi M., eds. Wiley. In print<\/li>\n<\/ul>\n<ul>\n<li>Fabrizi E., Giusti C., Salvati N. &amp; Tzavidis N. (2014). Small Area Estimation Using Geographically Weighted Robust Regression. An Application to the Mapping of Average Equivalized Income. In <em>Spatial Analysis and Location Modeling in Urban and Regional Systems.<\/em> A cura di Thill J.C., eds. Springer (ISBN: 978-3-642-37895-9).<\/li>\n<\/ul>\n<ul>\n<li>Salvati N., Giusti C. &amp; Pratesi M. (2014). The Use of Spatial Information for the Estimation of Poverty Indicators at the Small Area Level. In <em>Poverty and Social Exclusion. New Methods and Analyis.<\/em> A cura di Betti G. &amp; Lemmi A., pagg. 261-282, eds. Routledge, Taylor and Francis Group (ISBN: 978-0-415-63634-6).<\/li>\n<\/ul>\n<ul>\n<li>Bottai M. &amp; Salvati N. (2012). Migrations, mobilit\u00e9 journali\u00e8re et enracinement au cours du cycle de vie des m\u00e9nages. In <em>Les syst\u00e8mes d\u2019information en d\u00e9mographie et en sciences sociales.<\/em> A cura di Schounmaker B. &amp; Tabutin D., pagg. 259-281, eds. Presses universitaires de Louvain, Louvain (ISBN: 978-2-87558-075-7).<\/li>\n<\/ul>\n<ul>\n<li>Bottai M. &amp; Salvati N. (2010). Enracinement, migrations, choix r\u00e9sidentiels en Italie. In <em><a href=\"http:\/\/recherche.univ-lyon2.fr\/grs\/index.php?page=2&amp;notice=2177&amp;id_type=2\">\u00c9lire domicile. La construction sociale des choix r\u00e9sidentiels<\/a>. <\/em>A cura di Authier (Jean-Yves), Bonvalet (Catherine), L\u00e9vy (Jean-Pierre), pagg. 97-122, eds. <a href=\"http:\/\/recherche.univ-lyon2.fr\/grs\/index.php?page=93&amp;ed_id=59\">Presses Universitaires de Lyon<\/a>, Lione (ISBN: 2-7297-0828-6).<\/li>\n<\/ul>\n<ul>\n<li>Ballin F., Betti G., Lemmi A., Marzadro S., Moricano M., Neri L. &amp; Salvati N. (2007). Stima della povert\u00e0 a livello locale: i casi della regione Toscana e della provincia di Modena e Trento in <em>Povert\u00e0 e Benessere<\/em>. <em>Una Geografia delle disuguaglianze in Italia.<\/em> A cura di Brandolini A. e Saraceno C., pagg. 89-122, eds. Il Mulino, Bologna (ISBN: 978-88-15-12060-1).<\/li>\n<\/ul>\n<ul>\n<li>Costa M., De Leo M., Lemmi E. &amp; Salvati N. (2007). Chi si sposta, come e perch\u00e9 nella Toscana nord-occidentale. In <em>Famiglie, Abitazioni, Insediamenti. Differenze generazionali e territoriali.<\/em> A cura di Bottai M., Cortesi G., Lazzeroni M., pagg.130-147, eds. Plus, Pisa (ISBN: 8884924170).<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M., Salvati N. &amp; Niccolai A. (2007). L\u2019indagine campionaria: le tecniche di campionamento, la rilevazione. In <em>Famiglie, Abitazioni, Insediamenti. Differenze generazionali e territoriali.<\/em> A cura di Bottai M., Cortesi G., Lazzeroni M., pagg.53-60, eds. Plus, Pisa (ISBN: 8884924170).<\/li>\n<\/ul>\n<ul>\n<li>Betti G., Lemmi A., Lewandowski P., Neri L., Salvati N. &amp; Zieba A. (2006). Application of Small Area Estimation to analysis of social exclusion and inclusion indicators at NUTS4 level in Poland. In <em>Social Exclusion and Integration in Poland.<\/em> A cura di Ministry of Labour and Social Policy, pagg. 151-191 (ISBN: 978-83-60089-52-1)<\/li>\n<\/ul>\n<ul>\n<li>Betti G., Neri L., Salvati N., Verma V. (2005). Una stima per piccole aree. In <em>Ricchezza e Povert\u00e0. Condizioni di vita e politiche pubbliche in Toscana<\/em>. A cura di Baldi P., Lemmi A., Sciclone N., pagg. 109-122, e Franco Angeli, Milano (ISBN: 9788846472335).<\/li>\n<\/ul>\n<ul>\n<li>Petrucci A. &amp; Salvati N. (2004). Small Area Estimation: the Spatial EBLUP at area and at unit level. In <em>Metodi per l\u2019integrazione di dati da pi\u00f9 fonti<\/em>. A cura di Liseo B., Montanari G.E., Torelli N., pagg. 37-58, eds. Franco Angeli, Milano (ISBN: 9788846469908).<\/li>\n<\/ul>\n<ul>\n<li>Bottai M., Parrella P. &amp; Salvati N. (2004). Daily urban mobility and gender differences: methods and tools. In Gendered <em>Cities: Identities, Activities, Networks \u2013 A Life Corse Approach<\/em>, Volume VI, 155-170, Home of Geography Publication Series, Roma (ISBN: 8888692150).<\/li>\n<\/ul>\n<ul>\n<li>Petrucci A., Salvati N. &amp; Seghieri C. (2003). Spatial Regression Models for Poverty Analysis. Environment and Natural Resources Series, 7, Roma (ISBN 92-5-104973-4, FAO2003).<\/li>\n<\/ul>\n<p><strong>Proceedings<\/strong><\/p>\n<ul>\n<li>Baldermann C., Schmid T. &amp; Salvati N. (2014). <em>A robust unit-level model for small area estimation allowing for spatial non-stationarity. <\/em>Atti del Convegno SAE2014, 3-5 Settembre, Poznan.<\/li>\n<\/ul>\n<ul>\n<li>Weidenhammer B., Tzavidis N., Schmid T. &amp; Salvati N. (2014). Domain prediction for counts using microsimulation via quantiles. Atti del Convegno SAE2014, 3-5 Settembre, Poznan.<\/li>\n<\/ul>\n<ul>\n<li>Marchetti S., Giusti C. &amp; Salvati N. (2014). <em>The use of geographic information under the area-level approach to small area estimation<\/em>. Atti del Convegno SIS2014, 11-13 Giugno, Cagliari.<\/li>\n<\/ul>\n<ul>\n<li>Tzavidis N., Ranalli M.G., Salvati N., Dreassi E. &amp; Chambers R. (2013). <em>Robust Small Area Prediction for Counts<\/em>. Proceedings of the 59th World Statistics Congress ISI2013, 25-30 Agosto, Hong Kong.<\/li>\n<\/ul>\n<ul>\n<li>Chandra H., Salvati N. &amp; Chambers R. (2013) <em>Nonstationary Fay-Herriot Model for Small Area Estimation. <\/em>Proceedings of the Small Area Estimation Conference 2013, 1-4 Settembre<em>, Bangkok.<\/em><\/li>\n<\/ul>\n<ul>\n<li>Tzavidis N., Ranalli M.G., Salvati N., Dreassi E. &amp; Chambers R. (2013). <em>Exploring the Use of Asymmetric Maximum Likelihood, Quantile &amp; M-quantile Models for Semi-Parametric Small Area Estimation of Count Outcomes. <\/em>Atti del Convegno Graybill, 9-12 Giugno, Fort Collins, Colorado.<em><br \/>\n<\/em><\/li>\n<\/ul>\n<ul>\n<li>Pratesi M., Pedreschi D., Salvati N., Marchetti S., Giannotti F. &amp; Maggino F. (2013). <em>Small area model-based estimators using big data sources<\/em>. Atti del Convegno NTTS2013, 5-7 Marzo, Bruxelles.<\/li>\n<\/ul>\n<ul>\n<li>Chambers R.<em>,<\/em> Chandra H., Salvati N. &amp; Tzavidis N. (2012).<em> Small Area Estimation in Practice. <\/em>Atti Convegno ICES-IV 2012, 11-14 Giugno, Montreal (Abstract).<\/li>\n<\/ul>\n<ul>\n<li>Fabrizi E., Giusti C., Salvati N. &amp; Tzavidis N. (2012). <em>Estimation of mean equivalized per-capita income in small geographic areas using robust M-quantile regression methods<\/em>. Atti del Convegno RSAI2012, 9-12 Maggio, Timisoara.<\/li>\n<\/ul>\n<ul>\n<li>Fabrizi E., Salvati N., Pratesi M. &amp; Tzavidis N. (2011). <em>Design consistent small area estimators based on M-quantile regression<\/em>. Proceedings of the 58th World Statistics Congress ISI2011, 21-26 Agosto, Dublino.<\/li>\n<\/ul>\n<ul>\n<li>Chambers R., Dreassi E. &amp; Salvati N. (2011). <em>Poisson M-Quantile Models on Disease Mapping.<\/em> Book of Abstracts CLADAG2011, 7-9 Settembre, Pavia (ISBN: 978-88-96764-22-0, Paola Cerchiello \u2013 Claudia Tarantola).<\/li>\n<\/ul>\n<ul>\n<li>Chambers R., Dreassi E. &amp; Salvati N. (2011). <em>Poisson M-Quantile Geographically Weighted Regression on Disease mapping. <\/em>Atti del convegno <em>Spatial data methods for environmental and ecological processes<\/em>, Universit\u00e0 di Foggia, 1-2 Settembre, Foggia.<\/li>\n<\/ul>\n<ul>\n<li>Chandra H., Salvati N., Chambers R. &amp; Tzavidis N. (2011). <em>Small Area Estimation Under Spatial Nonstationarity<\/em>. Atti del Convegno SAE2011, 11-13 Agosto 2011, Trier.<em><br \/>\n<\/em><\/li>\n<\/ul>\n<ul>\n<li>Giusti C., Marchetti S., Pratesi M. &amp; Salvati N. (2011). <em>Robust Small Area Estimation for Poverty Indicators<\/em>. Atti del Convegno ITACOSM11, 27-29 Giugno, Pisa (ISBN: 978-888492-772-9, PLUS).<\/li>\n<\/ul>\n<ul>\n<li>Chambers R., Salvati N. &amp; Tzavidis N. (2010). <em>Nonparametric and Semiparametric M-quantile Inference for Longitudinal Data<\/em>. Atti del Joint Statistical Meetings, 31 Luglio-5 Agosto, Vancouver [CD-ROM]<em>.<\/em><\/li>\n<\/ul>\n<ul>\n<li>Giusti C., Marchetti S., Pratesi M. &amp; Salvati N. (2010) <em>A nonparametric Fay-Herriot model for small area estimation of welfare indicators<\/em>. Atti del Convegno SIS2010, 15-17 Giugno, Padova (ISBN: 978-88-6129-566-7, CLEUP).<\/li>\n<\/ul>\n<ul>\n<li>Fabrizi E., Pratesi M., Salvati N. &amp; Tzavidis N. (2010) <em>Design consistent small area estimators based on M-quantile regression<\/em>. Atti del Convegno SIS2010, 15-17 Giugno, Padova (ISBN: 978-88-6129-566-7, CLEUP).<\/li>\n<\/ul>\n<ul>\n<li>Salvati N. &amp; Tzavidis N. (2009). <em>An M-quantile Random Effects Model for Longitudinal Data<\/em>. Atti del Convegno SIS2009, 23-25 Settembre, Pescara (ISBN: 978-88-6129-425-7, CLEUP)<\/li>\n<\/ul>\n<ul>\n<li>Tzavidis N., Salvati N. &amp; Geraci M. (2009). <em>M-quantile random effects models for multilevel and repeated measures data<\/em>. Atti della Conferenza RSS 2009, Settembre 2009, Edinburgh.<\/li>\n<\/ul>\n<ul>\n<li>Chambers R., Chandra H., Salvati N. &amp; Tzavidis N. (2009). <em>Outlier Robust Small Area Estimation<\/em>. Proceedings of the 57th World Statistics Congress 16-22 Agosto, Durban (ISBN: 978-90-73592-29-2, Beta products cc).<em><br \/>\n<\/em><\/li>\n<\/ul>\n<ul>\n<li>Chambers R., Tzavidis N. &amp; Salvati N. (2009). <em>Borrowing strength over space in small area estimation: Parametric-Semiparametric-Nonparametric approaches<\/em>. Atti del Joint Statistical Meetings, 1-6 Agosto, Wanshington DC [CD-ROM]<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M., Tzavidis N., Giusti C., Salvati N. &amp; Sinha S. (2009). <em>Robust small area estimation: a comparison between robust random effects and M-quantile small area models<\/em>. Atti del Terzo Convegno SAE, 28 Giugno \u2013 1 Luglio, Elche.<\/li>\n<\/ul>\n<ul>\n<li>Chandra H., Salvati N. &amp; Chambers R. (2009). <em>Small Area Estimation of Proportions in Business Surveys<\/em>. Atti del Terzo Convegno SAE, 28 Giugno \u2013 1 Luglio, Elche.<\/li>\n<\/ul>\n<ul>\n<li>Fabrizi E., Salvati N. &amp; Pratesi M. (2009). <em>Constrained Small Area Estimators Based on M-Quantile Methods<\/em>. Atti del Convegno ITACOSM09, 10-12 Giugno 2, Siena.<\/li>\n<\/ul>\n<ul>\n<li>Fabrizi E., Salvati N. &amp; Pratesi M. (2008). <em>The over-shrinkage effect of EBLUP and M-quantile: problems for the estimation of Small Area Parameters<\/em>. Atti del Convegno SIS2008 \u2013 XLIV <em>Riunione Scientifica<\/em>, 25-27 Giugno, Arcavacata di Rende (ISBN: 978-88-6129-228-4, CLEUP).<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M., Ranalli M.G. &amp; Salvati N. (2007). <em>Nonparametric estimation of utilized surface area for cereals production at agrarian region level in Tuscany<\/em>. Atti del Convegno SIS2007 &#8211; Convegno Intermedio della Societ\u00e0 Italiana di Statistica su Rischio e Previsione, 8-10 Giugno 2007, Venezia (ISBN: 978-88-6129-093-8,CLEUP).<em><br \/>\n<\/em><\/li>\n<\/ul>\n<ul>\n<li>Molina I., Salvati N. &amp; Pratesi M. (2007). <em>Bootstrap for estimating the mean squared error of the Spatial EBLUP<\/em>. Bulletin of the ISI Vol. LXII. Lisbona, 22-29 Agosto, 4953-4955 (ISBN: 978-972-673-992-0).<\/li>\n<\/ul>\n<ul>\n<li>Pratesi, M., Ranalli, M.G. &amp; Salvati N. (2006). <em>P-splines M-quantile small area estimation: assessing the ecological conditions of lakes in the Northeastern US. <\/em>Atti del convegno <em>Spatial data methods for environmental and ecological processes<\/em>, Universit\u00e0 di Foggia, 14-15 Settembre, Foggia.<\/li>\n<\/ul>\n<ul>\n<li>Salvati, N., Pratesi, M., Tzavidis, N. &amp; Chambers, R. (2006). <em>Spatial M-quantile Models for Small Area Estimation<\/em>. Atti delle XLIII Riunione Scientifica Scientifica della Societ\u00e0 Italiana di Statistica, 14-16 Giugno, Torino (ISBN: 88-7178-791-9, CLEUP).<\/li>\n<\/ul>\n<ul>\n<li>Pratesi, M., Ranalli, M.G. &amp; Salvati, N. (2006). <em>Nonparametric M-quantile Regression via Penalized Splines.<\/em> Atti del Joint Statistical Meeting 2006, 7-10 Agosto, Seattle [CD-ROM].<\/li>\n<\/ul>\n<ul>\n<li>Bocci C., Petrucci A., Pratesi M. &amp; Salvati N. (2005). <em>Agricultural Use of Tuscany Landscape: Small Area Estimation and Sub-Regional Mapping<\/em>. Atti del Convegno Intermedio SIS 2005 <em>Statistica e Ambiente<\/em>, 21-23 Settembre 2005, Messina (ISBN: 88-7178-531-2, CLEUP).<\/li>\n<\/ul>\n<ul>\n<li>Petrucci A. &amp; Salvati N. (2005). <em>Un modello di interazione spaziale per l\u2019analisi dei flussi lavorativi e scolastici per mezzo di trasporto a livello comunale<\/em>. In <em>Modelli Complessi e Metodi Computazionali Intensivi per la Stima e la Previsione<\/em>, Atti del Convegno S.Co. 2005, 15-17 Settembre, Bressanone.<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M. &amp; Salvati N. (2005). Strategia di campionamento e multifunzionalit\u00e0 per le indagini in agricoltura. Atti del Convegno Intermedio SIS 2005 <em>Statistica e Ambiente<\/em>, 21-23 Settembre, Messina (ISBN: 88-7178-531-2, CLEUP).<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M., Rocco E. &amp; Salvati N. (2004)<em>. <\/em><em><em>Participation in CATI surveys: traditional nonresponse adjustments versus propensity score matching in reducing the nonresponse bias. Atti della<\/em><\/em> <em>European Conference on Quality and Methodology in Official Statistics<\/em>, 24-26 Maggio, Mainz.<\/li>\n<\/ul>\n<ul>\n<li>Petrucci A. &amp; Salvati N. (2004). <em>Small Area Estimation considering spatially correlated errors<\/em>. Atti della XLII Riunione Scientifica della Societ\u00e0 Italiana di Statistica, 9-11 Giugno, Bari (ISBN: 88-7178-034-5, CLEUP).<\/li>\n<\/ul>\n<ul>\n<li>Bottai M. &amp; Salvati N. (2004). <em>Daily urban mobility: a multi-level analysis of survey data<\/em>. Atti della XLII Riunione Scientifica della Societ\u00e0 Italiana di Statistica, 9-11 Giugno, Bari (ISBN: 88-7178-034-5, CLEUP).<\/li>\n<\/ul>\n<ul>\n<li>Petrucci A., Salvati N. &amp; Pratesi M. (2003). <em>Small Area Estimation Assisted by Spatial model<\/em>. Proceedings of the 54th World Statistics Congress, 13-20 Agosto, Berlino (ISBN: 9789073592308).<\/li>\n<\/ul>\n<ul>\n<li>Petrucci A. &amp; Salvati N. (2003). <em>Spatial Composite Estimator for Small Areas<\/em>, In <em>Modelli Complessi e Metodi Computazionali Intensivi per la Stima e la Previsione<\/em>, Atti del Convegno S.Co. 2003, 4-6 Settembre, Treviso.<\/li>\n<\/ul>\n<ul>\n<li>Petrucci A. &amp; Salvati N. (2003). <em>Un modello di interazione spaziale per l\u2019analisi dei flussi a livello comunale<\/em>. Atti del Convegno Intermedio della Societ\u00e0 Italiana di Statistica su Analisi Multivariata per le Scienze Economiche-Sociali, le Scienze Naturali e la Tecnologia, 9-11 Giugno, Napoli (ISBN: 88-8399-053-6).<\/li>\n<\/ul>\n<ul>\n<li>Marchetti S., Giusti C., Salvati N. &amp; Petrucci A. (2014). <em>Geographic information in area-level models for small area estimation<\/em>. Atti del Convegno SAE2014, 3-5 Settembre, Poznan.<\/li>\n<\/ul>\n<ul>\n<li>Dreassi E., Salvati N. &amp; Chambers R. (2013) <em>Disease mapping via M-quantile models<\/em>. Atti del Convegno GEOMED2013, 16-18 Settembre, Sheffield.<\/li>\n<\/ul>\n<ul>\n<li>Giusti C., Pratesi M., Salvati N. &amp; Tzavidis N. (2011). <em><a href=\"http:\/\/www.cros-portal.eu\/content\/ps4-poster-5-ntts-2011-s4\">Recent advances in small area methodologies for poverty estimation<\/a>.<\/em> Atti del Convegno NTTS2011, 22-24 Febbraio, Bruxelles.<\/li>\n<\/ul>\n<ul>\n<li>Chandra H., Salvati N., Chambers R. &amp; Tzavidis N. (2011). <em>Small Area Estimation Under Spatial Nonstationarity<\/em>. Atti di ASEARC Conference, 17-18 Febbraio, Parramatta (ISBN: 978-1-74128-195-8, Printed in Wollongong by the University of Wollongong).<\/li>\n<\/ul>\n<ul>\n<li><em>Pratesi M.<\/em>, Marchetti S., Giusti C. &amp; Salvati N. (2010). <em>Spatial Models in Small Area Estimation: an M-quantile Approach<\/em>. Atti del Convegno CLADAG10, 8-10 Settembre, Firenze.<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M., Tzavidis N., Giusti C. &amp; Salvati N. (2009). <em>Resistance to outliers of M-quantile and robust random effect small area estimation models<\/em>. Atti del Convegno <em>ERCIM\u201909<\/em>, 29-31 Ottobre, Cipro (Abstract).<\/li>\n<\/ul>\n<ul>\n<li>D&#8217;Al\u00f2 M., Di Consiglio L., Falorsi S., Solari F., Pratesi M., Salvati N. &amp; Ranalli M.G. (2009) <em>Small area models for unemployment rate estimation at sub-provincial areas in Italy<\/em>. Atti del Convegno New Techniques and Technologies for Statistics (NTTS), 18-20 Febbraio, Bruxelles.<\/li>\n<\/ul>\n<ul>\n<li>Giusti C., Pratesi M. &amp; Salvati N. (2009) <em>Estimation of poverty indicators: a comparison of small area methods at LAU1-2 level in Tuscany<\/em>. Atti del Convegno New Techniques and Technologies for Statistics (NTTS), 18-20 Febbraio, Bruxelles.<em><br \/>\n<\/em><\/li>\n<\/ul>\n<ul>\n<li>Molina I., Salvati N. &amp; Pratesi M. (2008). <em>Bootstrap estimation of the mean squared error under a Spatial Fay-Herriot model<\/em>. Atti del Convegno <em>ERCIM\u201908,<\/em> 19-21 Giugno, Neuchatel (Abstract).<\/li>\n<\/ul>\n<ul>\n<li>Tzavidis, N. &amp; Salvati, N. (2008). <em>Borrowing strength over space in small area estimation using M-quantile geographically weighted models<\/em>. Atti del Convegno <em>ERCIM\u201908,<\/em> 19-21 Giugno, Neuchatel (Abstract).<\/li>\n<\/ul>\n<ul>\n<li>Molina I., Salvati N. &amp; Pratesi M. (2007). <em>Bootstrap for estimating the mean squared error of the Spatial EBLUP<\/em>. Atti del Convegno SAE2007, 3-5 Settembre, Pisa (Abstract).<\/li>\n<\/ul>\n<ul>\n<li>Chambers R., Pratesi M., Salvati N. &amp; Tzavidis N. (2007). <em>M-quantile Geographically Weighted Models with Application to Small Area Estimation.<\/em> Atti del Convegno SAE2007, 3-5 Settembre, Pisa (Abstract).<\/li>\n<\/ul>\n<ul>\n<li>Pratesi, M., Salvati, N. &amp; Salvatore, R. (2006). <em>Metodi di analisi multivariata nella stima per piccole aree: possibili applicazioni in ambito agricolo<\/em>. Atti del Convegno <em>Le statistiche agricole verso il Censimento del 2010: valutazioni e prospettive<\/em>, 26-27 Ottobre, Cassino (in italiano) (ISBN: 978-88-458-1592-8, RTI Poligrafia Ruggiero S.r.l.).<\/li>\n<\/ul>\n<ul>\n<li>Biffignandi S., Fabrizi E., Pratesi M. &amp; Salvati Nicola (2005). <em>Web surveys: inference using weighting and imputation in the survey on graduates<\/em>. Atti Riunione Internazionale <em>European Association for Survey Research<\/em> (EASR), 18-22 Luglio, Barcellona.<\/li>\n<\/ul>\n<ul>\n<li>Marchetti S., Pratesi M. &amp; Salvati N. (2005). <em>Alcune possibili soluzioni per la stima nei domini non rappresentati nel campione.<\/em> Atti del Convegno AGRI@STAT &#8211; Verso un nuovo sistema di statistiche agricole, 30-31 Maggio, Firenze (ISBN: 88-901551-2-4).<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M. &amp; Salvati N. (2005). <em>Regressione M-quantilica nella stima per piccole aree. Il caso della produzione di olive in Toscana<\/em>. Atti del Convegno AGRI@STAT &#8211; Verso un nuovo sistema di statistiche agricole, 30-31 Maggio, Firenze (ISBN: 88-901551-2-4).<\/li>\n<\/ul>\n<ul>\n<li>Petrucci A. &amp; Salvati N. (2004). <em>Spatial Information in Small Area Estimation<\/em>. Atti del VII Convegno Internazionale Metodi Quantitativi per le Scienze Applicate, 23-24 Settembre, Siena.<\/li>\n<\/ul>\n<ul>\n<li>Pratesi M. &amp; Salvati Nicola (2004). <em>Variability of spatial Eblup in small area estimation: the case of the survey on Life conditions in Ecuador<\/em>. Atti del VII Convegno Internazionale Metodi Quantitativi per le Scienze Applicate, 23-24 Settembre, Siena.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Papers in Journals Frumento, P. &amp; Salvati, N. (2020). Parametric modelling of M-quantile regression coefficient functions with application to small&hellip;<\/p>\n<p><a class=\"btn btn-dark btn-sm unipi-read-more-link\" href=\"https:\/\/people.unipi.it\/nicola_salvati\/pubblicazioni\/\">Leggi tutto&#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-8","page","type-page","status-publish","hentry"],"acf":[],"featured_image_src":null,"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Pubblicazioni - Nicola Salvati<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/people.unipi.it\/nicola_salvati\/pubblicazioni\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pubblicazioni - Nicola Salvati\" \/>\n<meta property=\"og:description\" content=\"Papers in Journals Frumento, P. &amp; Salvati, N. 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(2020). 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