TY  - BOOK
AU  - Di Ciaccio,Agostino
AU  - Coli,Mauro
AU  - Angulo Ibañez,Jose Miguel
TI  - Advanced statistical methods for the analysis of large data-sets
T2  - Studies in theoretical and applied statistics
SN  - 3642210368
AV  - QA276 .A38 2012
U1  - 519.5 23
PY  - 2012///]
CY  - Berlin, New York
PB  - Springer
KW  - Mathematical statistics
KW  - Sampling (Statistics)
N1  - Includes bibliographical references; Part 1; Clustering Large Data-Sets; Clustering Large Data Set: An Applied Comparative Study; Laura Bocci and Isabella Mingo --; Clustering in Feature Space for Interesting Pattern Identification of Categorical Data; Marina Marino, Francesco Palumbo and Cristina Tortora --; Clustering Geostatistical Functional Data; Elvira Romano and Rosanna Verde --; Joint Clustering and Alignment of Functional Data: An Application to Vascular Geometries; Laura M. Sangalli, Piercesare Secchi, Simone Vantini and Valeria Vitelli --; Part 2; Statistics in medicine; Bayesian Methods for Time Course Microarray Analysis: From Genes' Detection to Clustering; Claudia Angelini, Daniela De Canditiis and Marianna Pensky --; Longitudinal Analysis of Gene Expression Profiles Using Functional Mixed-Effects Models; Maurice Berk, Cheryl Hemingway, Michael Levin and Giovanni Montana --; A Permutation Solution to Compare Two Hepatocellular Carcinoma Markers; Agata Zirilli and Angela Alibrandi --; Part 3; Integrating Administrative Data; Statistical Perspective on Blocking Methods When Linking Large Data-sets; Nicoletta Cibella and Tiziana Tuoto --; Integrating Households Income Microdata in the Estimate of the Italian GDP; Alessandra Coli and Francesca Tartamella --; The Employment Consequences of Globalization: Linking Data on Employers and Employees in the Netherlands; Fabienne Fortanier, Marjolein Korvorst and Martin Luppes --; Applications of Bayesian Networks in Official Statistics; Paola Vicard and Mauro Scanu --; Part 4; Outliers and Missing Data; A Correlated Random Effects Model for Longitudinal Data with Non-ignorable Drop-Out: An Application to University Student Performance; Filippo Belloc, Antonello Maruotti and Lea Petrella --; Risk Analysis Approaches to Rank Outliers in Trade Data; Vytis Kopustinskas and Spyros Arsenis --; Problems and Challenges in the Analysis of Complex Data: Static and Dynamic Approaches; Marco Riani, Anthony Atkinson and Andrea Cerioli --; Ensemble Support Vector Regression:A New Non-parametric Approach for Multiple Imputation; Daria Scacciatelli --; Part 5; Time Series Analysis; On the Use of PLS Regression for Forecasting Large Sets of Cointegrated Time Series; Gianluca Cubadda and Barbara Guardabascio --; Large-Scale Portfolio Optimisation with Heuristics; Manfred Gilli and Enrico Schumann --; Detecting Short-Term Cycles in Complex Time Series Databases; F. Giordano, M. L. Parrella and M. Restaino --; Assessing the Beneficial Effects of Economic Growth: The Harmonic Growth Index; Daria Mendola and Raffaele Scuderi --; Time Series Convergence within I(2) Models: the Case of Weekly Long Term Bond Yields in the Four Largest Euro Area Countries; Giuliana Passamani --; Part 6; Environmental Statistics; Anthropogenic CO2 Emissions and Global Warming: Evidence from Granger Causality Analysis; Massimo Bilancia and Domenico Vitale --; Temporal and Spatial Statistical Methods to Remove External Effects on Groundwater Levels; Daniele Imparato, Andrea Carena and Mauro Gasparini --; Reduced Rank Covariances for the Analysis of Environmental Data; Orietta Nicolis and Doug Nychka --; Radon Level in Dwellings and Uranium Content in Soil in the Abruzzo Region: A Preliminary Investigation by Geographically Weighted Regression; Eugenia Nissi, Annalina Sarra and Sergio Palermi --; Part 7; Probability and density estimation; Applications of Large Deviations to Hidden Markov Chains Estimation; M. Greco Del Fabiola --; Multivariate Tail Dependence Coefficients for Archimedean Copulae; Giovanni De Luca and Giorgia Rivieccio --; A Note on Density Estimation for Circular Data; Marco Di Marzio, Agnese Panzera and Charles C. Taylor --; Markov Bases for Sudoku Grids; Roberto Fontana, Fabio Rapallo and Maria Piera Rogantin --; Part 8; Application in Economics; Estimating the Probability of Moonlighting in Italian Building Industry; Maria Felice Arezzo and Giorgio Alleva --; Use of Interactive Plots and Tables for Robust Analysis of International Trade Data; Domenico Perrotta and Francesca Torti --; Generational Determinants on the Employment Choice in Italy; Claudio Quintano, Rosalia Castellano and Gennaro Punzo --; Route-Based Performance Evaluation Using Data Envelopment Analysis Combined with Principal Component Analysis; Agnese Rapposelli --; Part 9; WEB and Text Mining; Web Surveys: Methodological Problems and Research Perspectives; Silvia Biffignandi and Jelke Bethlehem --; Semantic Based DCM Models for Text Classification; Paola Cerchiello --; Probabilistic Relational Models for Operational Risk: A New Application Area and an Implementation Using Domain Ontologies; Marcus Spies --; Part 10; Advances on surveys; Efficient Statistical Sample Designs in a GIS for Monitoring the Landscape Changes; Elisabetta Carfagna, Patrizia Tassinari, Maroussa Zagoraiou, Stefano Benni and Daniele Torreggiani --; Studying Foreigners' Migration Flows Through a Network Analysis Approach; Cinzia Conti, Domenico Gabrielli, Antonella Guarneri and Enrico Tucci --; Estimation of Income Quantiles at the Small Area Level in Tuscany; Caterina Giusti, Stefano Marchetti and Monica Pratesi --; The Effects of Socioeconomic Background and Test-taking Motivation on Italian Students' Achievement; Claudio Quintano, Rosalia Castellano and Sergio Longobardi --; Part 11; Multivariate Analysis; Firm Size Dynamics in an Industrial District: The Mover-Stayer Model in Action; F. Cipollini, C. Ferretti and P. Ganugi --; Multiple Correspondence Analysis for the Quantification and Visualization of Large Categorical Data Sets; Alfonso Iodice D'Enza and Michael Greenacre --; Multivariate Ranks-Based Concordance Indexes; Emanuela Raffinetti and Paolo Giudici --; Methods for Reconciling the Micro and the Macro in Family Demography Research: A Systematisation; Anna Matysiak and Daniele Vignoli
ER  -