Advances in Theoretical and Applied Statistics

ISBN-13: 9783642431937 / Angielski / Miękka / 2015 / 532 str.

Nicola Torelli; Fortunato Pesarin; Avner Bar-Hen

Opis

This volume includes contributions selected after a double blind review process and presented as a preliminary version at the 45th Meeting of the Italian Statistical Society. The papers provide significant and innovative original contributions and cover a broad range of topics including: statistical theory; statistical modeling and data analysis;

Spis treści

Part I Statistical Theory: Default Priors Based on Pseudo-likelihoods for the Poisson-GPD Model (Stefano Cabras).- Robustness, Dispersion and Local Functions in Data Depth (Mario Romanazzi and Claudio Agostinelli).-  New Distribution-free Plotting Position Through an Approximation to the Beta Median (Pasquale Erto and Antonio Lepore).- On Gaussian Compound Poisson Type Limiting Likelihood Ratio Process (Sergueï Dachian and Ilia Negri).- Archetypal Symbolic Objects (M.R. D’Esposito, F. Palumbo, G. Ragozini).- Lorenz Zonoids and Dependence Measures: A Proposal (Emanuela Raffinetti, Paolo Giudici).- Algebraic Generation of Orthogonal Fractional Factorial Designs (Roberto Fontana and Giovanni Pistone).- Part II Methods for Time Series, Spatial and Functional Data: A Functional Spatio-Temporal Model for Geometric Shape Analysis (Lara Fontanella, Luigi Ippoliti and Pasquale Valentini).- Vector Threshold Moving Average Models: Model Specification and Invertibility (Marcella Niglio, Cosimo Damiano Vitale).- A Regionalization Method for Spatial Functional Data Based on Variogram Models: An Application on Environmental Data (Elvira Romano, Antonio Balzanella, and Rosanna Verde).- Spectral Decomposition of the AR Metric (Maria Iannario and Domenico Piccolo).- Nonlinear Nonstationary Model Building by Genetic Algorithms (Francesco Battaglia and Mattheos K. Protopapas).- Using the Autodependogram in Model Diagnostic Checking (Luca Bagnato and Antonio Punzo).- Part III Statistical Modelling and Data Analysis: Refined Estimation of a Light Tail: an Application to Environmental Data (M. Ivette Gomes, Lígia Henriques-Rodrigues and Frederico Caeiro).- Model-based Classification of Clustered Binary Data with Non Ignorable Missing Values (Francesco Lagona).- A Model for Correlated Paired Comparison Data (Manuela Cattelan and Cristiano Varin).- Closed Skew Normal Stochastic Frontier Models for Panel Data (Roberto Colombi).- How far can Man go? (Isabel Fraga Alves, Laurens de Haan and Cláudia Neves).- Joint Modelling of Longitudinal and Time-to-Event Data: Challenges and Future Directions (Dimitris Rizopoulos).- A Class of Linear Regression Models for Imprecise Random Elements (Renato Coppi, Maria Brigida Ferraro and Paolo Giordani).- A Model-based Dimension Reduction Approach to Classification of Gene Expression Data (Luca Scrucca and Avner Bar-Hen).- Exploiting Multivariate Outcomes in Bayesian Inference for Causal Effects With Noncompliance (Alessandra Mattei, Fabrizia Mealli and Barbara Pacini).- Fuzzy Composite Indicators: An Application for Measuring Customer Satisfaction (Sergio Zani, Maria Adele Milioli, Isabella Morlini).- Part IV Survey Methodology and Official Statistics: Symmetric Association Measures in Effect-control Sampling (Riccardo Borgoni, Piero Quatto and Donata Marasini).- Spatial Misalignment Models for Small Area Estimation: A Simulation Study (Matilde Trevisani and Alan Gelfand).- Scrambled Response Models Based on Auxiliary Variables (Giancarlo Diana and Pier Francesco Perri).- Using Auxiliary Information and Nonparametric Methods in Weighting Adjustments (Emilia Rocco).- Open Source Integer Linear Programming Solvers for Error Localization in Numerical Data (Gianpiero Bianchi, Renato Bruni, Alessandra Reale).- Integrating Business Surveys: Guidelines and Principles Based on the Belgian Experience (Maria Caterina Bramati).- Part V Social Statistics and Demography: A Measure of Poverty Based on the Rasch Model (Maria Cristiana Martini and Cristiano Vanin).- Chronic Poverty in European Mediterranean Countries (Daria Mendola and Annalisa Busetta).- Do Union Formation and Childbearing Improve Subjective Well-being? An application of Propensity Score Matching to a Bulgarian Banel (Emiliano Sironi and Francesco C. Billari).- Health and Functional Status in Elderly Patients Living in Residential Facilities in Italy (Giulia Cavrini, Claudia Di Priamo, Lorella Sicuro, Alessandra Battisti, Alessandro  Solipaca  and Giovanni de Girolamo).- Dementia in the Elderly:. Health Consequences on Household Members (Egidi V., Salvatore M.A., Gargiulo L., Iannucci L., Sebastiani G., Tinto A.).- Asset Ownership of the Elderly Across Europe: A multilevel Latent Class Analysis to Segment Countries and Households (Omar Paccagnella and Roberta Varriale).- The Longevity Pattern in Emilia Romagna, Italy: A Spatio-temporal Analysis (Giulia Roli, Rossella Miglio, Rosella Rettaroli and Alessandra Samoggia).- Material Deprivation and Incidence of Lung Cancer: A Census Block Analysis (Laura Grisotto, Dolores Catelan and Annibale Biggeri).- Mining Administrative Health Databases for Epidemiological Purposes: A Case Study on Acute Myocardial Infarctions Diagnoses (Francesca Ieva, Anna Maria Paganoni and Piercesare Secchi).- Part VI Economic Statistics and Econometrics: Fractional Integration Models for Italian Electricity Zonal Prices (Angelica Gianfreda and Luigi Grossi).- A Generalized Composite Index Based on the Non-Substitutability of Individual Indicators (Matteo Mazziotta and Adriano Pareto).- Evaluating the Efficiency of the Italian University Educational Processes Through Frontier Production Methods (Luigi Biggeri, Tiziana Laureti, Luca Secondi).- Modeling and Forecasting Realized Range Volatility (Massimiliano Caporin and Gabriel G. Velo).- Clusters and Equivalence Scales (Gustavo De Santis and Mauro Maltagliati).- The Determinants of Income Dynamics (Gustavo De Santis and Giambattista Salinari).- Benchmarking and Movement Preservation: Evidences From Real-life and Simulated Series (Tommaso Di Fonzo and Marco Marini).- Cumulation of Poverty Measures to Meet New Policy Needs (Vijay Verma, Francesca Gagliardi, Caterina Ferretti).- Long Memory in Integrated and Realized Variance (Eduardo Rossi and Paolo Santucci de Magistris).

O autorze

Avner Bar Hen, Professor of Statistics at the University of Paris Descartes. His primary research interests are in multivariate analysis, forest dynamics modeling, phylogenetics, and the generalized linear model. From 2008 to 2011, he served as president of the SFdS (French Society of Statistics).

Fortunato Pesarin is an emeritus professor of Statistics at the University of Padua’s Department of Statistics. His main research interests included nonparametric methods, bootstrap and permutation tests. He is co-author of three leading books on multivariate permutation tests based on the nonparametric combination methodology of dependent permutation partial tests.

Nicola Torelli, Professor of Statistics at the University of Trieste. His interests focus on the analysis of data from complex surveys and classification and clustering techniques. He is currently president of the SIS (Italian Statistical Society).

Blurb

This volume includes contributions selected after a double blind review process and presented as a preliminary version at the 45th Meeting of the Italian Statistical Society. The papers provide significant and innovative original contributions and cover a broad range of topics including: statistical theory; methods for time series and spatial data; statistical modeling and data analysis; survey methodology and official statistics; analysis of social, demographic and health data; and economic statistics and econometrics.