Advanced statistical methods for the analysis of large data-sets /
Advanced statistical methods for the analysis of large data-sets /
Agostino Di Ciaccio, Mauro Coli, Jose Miguel Angulo Ibañez, editors.
- xiii, 484 pages : illustrations ; 24 cm.
- Studies in theoretical and applied statistics .
- Studies in theoretical and applied statistics. .
Includes bibliographical references.
Clustering Large Data-Sets / Clustering in Feature Space for Interesting Pattern Identification of Categorical Data / Clustering Geostatistical Functional Data / Joint Clustering and Alignment of Functional Data: An Application to Vascular Geometries / Statistics in medicine / Longitudinal Analysis of Gene Expression Profiles Using Functional Mixed-Effects Models / A Permutation Solution to Compare Two Hepatocellular Carcinoma Markers / Integrating Administrative Data / Integrating Households Income Microdata in the Estimate of the Italian GDP / The Employment Consequences of Globalization: Linking Data on Employers and Employees in the Netherlands / Applications of Bayesian Networks in Official Statistics / Outliers and Missing Data / Risk Analysis Approaches to Rank Outliers in Trade Data / Problems and Challenges in the Analysis of Complex Data: Static and Dynamic Approaches / Clustering Large Data Set: An Applied Comparative Study / Laura Bocci and Isabella Mingo -- Marina Marino, Francesco Palumbo and Cristina Tortora -- Elvira Romano and Rosanna Verde -- Laura M. Sangalli, Piercesare Secchi, Simone Vantini and Valeria Vitelli -- Bayesian Methods for Time Course Microarray Analysis: From Genes' Detection to Clustering / Claudia Angelini, Daniela De Canditiis and Marianna Pensky -- Maurice Berk, Cheryl Hemingway, Michael Levin and Giovanni Montana -- Agata Zirilli and Angela Alibrandi -- Statistical Perspective on Blocking Methods When Linking Large Data-sets / Nicoletta Cibella and Tiziana Tuoto -- Alessandra Coli and Francesca Tartamella -- Fabienne Fortanier, Marjolein Korvorst and Martin Luppes -- Paola Vicard and Mauro Scanu -- 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 -- Vytis Kopustinskas and Spyros Arsenis -- Marco Riani, Anthony Atkinson and Andrea Cerioli -- Part 1. Part 2. Part 3. Part 4. Ensemble Support Vector Regression:A New Non-parametric Approach for Multiple Imputation / Time Series Analysis / Large-Scale Portfolio Optimisation with Heuristics / Detecting Short-Term Cycles in Complex Time Series Databases / Assessing the Beneficial Effects of Economic Growth: The Harmonic Growth Index / Time Series Convergence within I(2) Models: the Case of Weekly Long Term Bond Yields in the Four Largest Euro Area Countries / Environmental Statistics / Temporal and Spatial Statistical Methods to Remove External Effects on Groundwater Levels / Reduced Rank Covariances for the Analysis of Environmental Data / Radon Level in Dwellings and Uranium Content in Soil in the Abruzzo Region: A Preliminary Investigation by Geographically Weighted Regression / Probability and density estimation / Multivariate Tail Dependence Coefficients for Archimedean Copulae / A Note on Density Estimation for Circular Data / Markov Bases for Sudoku Grids / Application in Economics / Daria Scacciatelli -- On the Use of PLS Regression for Forecasting Large Sets of Cointegrated Time Series / Gianluca Cubadda and Barbara Guardabascio -- Manfred Gilli and Enrico Schumann -- F. Giordano, M. L. Parrella and M. Restaino -- Daria Mendola and Raffaele Scuderi -- Giuliana Passamani -- Anthropogenic CO2 Emissions and Global Warming: Evidence from Granger Causality Analysis / Massimo Bilancia and Domenico Vitale -- Daniele Imparato, Andrea Carena and Mauro Gasparini -- Orietta Nicolis and Doug Nychka -- Eugenia Nissi, Annalina Sarra and Sergio Palermi -- Applications of Large Deviations to Hidden Markov Chains Estimation / M. Greco Del Fabiola -- Giovanni De Luca and Giorgia Rivieccio -- Marco Di Marzio, Agnese Panzera and Charles C. Taylor -- Roberto Fontana, Fabio Rapallo and Maria Piera Rogantin -- Estimating the Probability of Moonlighting in Italian Building Industry / Maria Felice Arezzo and Giorgio Alleva -- Part 5. Part 6. Part 7. Part 8. Use of Interactive Plots and Tables for Robust Analysis of International Trade Data / Generational Determinants on the Employment Choice in Italy / Route-Based Performance Evaluation Using Data Envelopment Analysis Combined with Principal Component Analysis / WEB and Text Mining / Semantic Based DCM Models for Text Classification / Probabilistic Relational Models for Operational Risk: A New Application Area and an Implementation Using Domain Ontologies / Advances on surveys / Studying Foreigners' Migration Flows Through a Network Analysis Approach / Estimation of Income Quantiles at the Small Area Level in Tuscany / The Effects of Socioeconomic Background and Test-taking Motivation on Italian Students' Achievement / Multivariate Analysis / Multiple Correspondence Analysis for the Quantification and Visualization of Large Categorical Data Sets / Multivariate Ranks-Based Concordance Indexes / Methods for Reconciling the Micro and the Macro in Family Demography Research: A Systematisation / Domenico Perrotta and Francesca Torti -- Claudio Quintano, Rosalia Castellano and Gennaro Punzo -- Agnese Rapposelli -- Web Surveys: Methodological Problems and Research Perspectives / Silvia Biffignandi and Jelke Bethlehem -- Paola Cerchiello -- Marcus Spies -- Efficient Statistical Sample Designs in a GIS for Monitoring the Landscape Changes / Elisabetta Carfagna, Patrizia Tassinari, Maroussa Zagoraiou, Stefano Benni and Daniele Torreggiani -- Cinzia Conti, Domenico Gabrielli, Antonella Guarneri and Enrico Tucci -- Caterina Giusti, Stefano Marchetti and Monica Pratesi -- Claudio Quintano, Rosalia Castellano and Sergio Longobardi -- Firm Size Dynamics in an Industrial District: The Mover-Stayer Model in Action / F. Cipollini, C. Ferretti and P. Ganugi -- Alfonso Iodice D'Enza and Michael Greenacre -- Emanuela Raffinetti and Paolo Giudici -- Anna Matysiak and Daniele Vignoli. Part 9. Part 10. Part 11.
3642210368 9783642210365
2012932299
Mathematical statistics
Sampling (Statistics)
QA276 / .A38 2012
519.5
Includes bibliographical references.
Clustering Large Data-Sets / Clustering in Feature Space for Interesting Pattern Identification of Categorical Data / Clustering Geostatistical Functional Data / Joint Clustering and Alignment of Functional Data: An Application to Vascular Geometries / Statistics in medicine / Longitudinal Analysis of Gene Expression Profiles Using Functional Mixed-Effects Models / A Permutation Solution to Compare Two Hepatocellular Carcinoma Markers / Integrating Administrative Data / Integrating Households Income Microdata in the Estimate of the Italian GDP / The Employment Consequences of Globalization: Linking Data on Employers and Employees in the Netherlands / Applications of Bayesian Networks in Official Statistics / Outliers and Missing Data / Risk Analysis Approaches to Rank Outliers in Trade Data / Problems and Challenges in the Analysis of Complex Data: Static and Dynamic Approaches / Clustering Large Data Set: An Applied Comparative Study / Laura Bocci and Isabella Mingo -- Marina Marino, Francesco Palumbo and Cristina Tortora -- Elvira Romano and Rosanna Verde -- Laura M. Sangalli, Piercesare Secchi, Simone Vantini and Valeria Vitelli -- Bayesian Methods for Time Course Microarray Analysis: From Genes' Detection to Clustering / Claudia Angelini, Daniela De Canditiis and Marianna Pensky -- Maurice Berk, Cheryl Hemingway, Michael Levin and Giovanni Montana -- Agata Zirilli and Angela Alibrandi -- Statistical Perspective on Blocking Methods When Linking Large Data-sets / Nicoletta Cibella and Tiziana Tuoto -- Alessandra Coli and Francesca Tartamella -- Fabienne Fortanier, Marjolein Korvorst and Martin Luppes -- Paola Vicard and Mauro Scanu -- 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 -- Vytis Kopustinskas and Spyros Arsenis -- Marco Riani, Anthony Atkinson and Andrea Cerioli -- Part 1. Part 2. Part 3. Part 4. Ensemble Support Vector Regression:A New Non-parametric Approach for Multiple Imputation / Time Series Analysis / Large-Scale Portfolio Optimisation with Heuristics / Detecting Short-Term Cycles in Complex Time Series Databases / Assessing the Beneficial Effects of Economic Growth: The Harmonic Growth Index / Time Series Convergence within I(2) Models: the Case of Weekly Long Term Bond Yields in the Four Largest Euro Area Countries / Environmental Statistics / Temporal and Spatial Statistical Methods to Remove External Effects on Groundwater Levels / Reduced Rank Covariances for the Analysis of Environmental Data / Radon Level in Dwellings and Uranium Content in Soil in the Abruzzo Region: A Preliminary Investigation by Geographically Weighted Regression / Probability and density estimation / Multivariate Tail Dependence Coefficients for Archimedean Copulae / A Note on Density Estimation for Circular Data / Markov Bases for Sudoku Grids / Application in Economics / Daria Scacciatelli -- On the Use of PLS Regression for Forecasting Large Sets of Cointegrated Time Series / Gianluca Cubadda and Barbara Guardabascio -- Manfred Gilli and Enrico Schumann -- F. Giordano, M. L. Parrella and M. Restaino -- Daria Mendola and Raffaele Scuderi -- Giuliana Passamani -- Anthropogenic CO2 Emissions and Global Warming: Evidence from Granger Causality Analysis / Massimo Bilancia and Domenico Vitale -- Daniele Imparato, Andrea Carena and Mauro Gasparini -- Orietta Nicolis and Doug Nychka -- Eugenia Nissi, Annalina Sarra and Sergio Palermi -- Applications of Large Deviations to Hidden Markov Chains Estimation / M. Greco Del Fabiola -- Giovanni De Luca and Giorgia Rivieccio -- Marco Di Marzio, Agnese Panzera and Charles C. Taylor -- Roberto Fontana, Fabio Rapallo and Maria Piera Rogantin -- Estimating the Probability of Moonlighting in Italian Building Industry / Maria Felice Arezzo and Giorgio Alleva -- Part 5. Part 6. Part 7. Part 8. Use of Interactive Plots and Tables for Robust Analysis of International Trade Data / Generational Determinants on the Employment Choice in Italy / Route-Based Performance Evaluation Using Data Envelopment Analysis Combined with Principal Component Analysis / WEB and Text Mining / Semantic Based DCM Models for Text Classification / Probabilistic Relational Models for Operational Risk: A New Application Area and an Implementation Using Domain Ontologies / Advances on surveys / Studying Foreigners' Migration Flows Through a Network Analysis Approach / Estimation of Income Quantiles at the Small Area Level in Tuscany / The Effects of Socioeconomic Background and Test-taking Motivation on Italian Students' Achievement / Multivariate Analysis / Multiple Correspondence Analysis for the Quantification and Visualization of Large Categorical Data Sets / Multivariate Ranks-Based Concordance Indexes / Methods for Reconciling the Micro and the Macro in Family Demography Research: A Systematisation / Domenico Perrotta and Francesca Torti -- Claudio Quintano, Rosalia Castellano and Gennaro Punzo -- Agnese Rapposelli -- Web Surveys: Methodological Problems and Research Perspectives / Silvia Biffignandi and Jelke Bethlehem -- Paola Cerchiello -- Marcus Spies -- Efficient Statistical Sample Designs in a GIS for Monitoring the Landscape Changes / Elisabetta Carfagna, Patrizia Tassinari, Maroussa Zagoraiou, Stefano Benni and Daniele Torreggiani -- Cinzia Conti, Domenico Gabrielli, Antonella Guarneri and Enrico Tucci -- Caterina Giusti, Stefano Marchetti and Monica Pratesi -- Claudio Quintano, Rosalia Castellano and Sergio Longobardi -- Firm Size Dynamics in an Industrial District: The Mover-Stayer Model in Action / F. Cipollini, C. Ferretti and P. Ganugi -- Alfonso Iodice D'Enza and Michael Greenacre -- Emanuela Raffinetti and Paolo Giudici -- Anna Matysiak and Daniele Vignoli. Part 9. Part 10. Part 11.
3642210368 9783642210365
2012932299
Mathematical statistics
Sampling (Statistics)
QA276 / .A38 2012
519.5