Coverart for item
The Resource Advanced statistical methods for the analysis of large data-setsh[electronic book], Agostino Di Ciaccio, Mauro Coli, Jose Miguel Angulo Ibañez, editors, (electronic book)

Advanced statistical methods for the analysis of large data-setsh[electronic book], Agostino Di Ciaccio, Mauro Coli, Jose Miguel Angulo Ibañez, editors, (electronic book)

Label
Advanced statistical methods for the analysis of large data-setsh[electronic book]
Title
Advanced statistical methods for the analysis of large data-setsh[electronic book]
Statement of responsibility
Agostino Di Ciaccio, Mauro Coli, Jose Miguel Angulo Ibañez, editors
Contributor
Subject
Language
eng
Member of
Cataloging source
GW5XE
Dewey number
519.5
Index
no index present
LC call number
QA276
LC item number
.A38 2012
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Di Ciaccio, Agostino
  • Coli, Mauro
  • Angulo Ibañez, Jose Miguel
Series statement
Studies in theoretical and applied statistics
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Sampling (Statistics)
Label
Advanced statistical methods for the analysis of large data-setsh[electronic book], Agostino Di Ciaccio, Mauro Coli, Jose Miguel Angulo Ibañez, editors, (electronic book)
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Color
multicolored
Contents
  • 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 1.
  • 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
  • Clustering Large Data-Sets
  • 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
  • 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
  • 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
  • Ensemble Support Vector Regression:A New Non-parametric Approach for Multiple Imputation
  • 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
  • Daria Scacciatelli
  • 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
  • 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
  • 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
  • Use of Interactive Plots and Tables for Robust Analysis of International Trade Data
  • 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
  • Domenico Perrotta and Francesca Torti
  • 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
  • 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
Control code
SPR780442102
Dimensions
unknown
Extent
1 online resource (xiii, 484 p.)
File format
unknown
Form of item
electronic
Isbn
9783642210372
Isbn Type
(electronic bk.)
Level of compression
unknown
Quality assurance targets
not applicable
Reformatting quality
unknown
Reproduction note
Electronic resource.
Sound
unknown sound
Specific material designation
remote
Label
Advanced statistical methods for the analysis of large data-setsh[electronic book], Agostino Di Ciaccio, Mauro Coli, Jose Miguel Angulo Ibañez, editors, (electronic book)
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Color
multicolored
Contents
  • 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 1.
  • 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
  • Clustering Large Data-Sets
  • 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
  • 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
  • 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
  • Ensemble Support Vector Regression:A New Non-parametric Approach for Multiple Imputation
  • 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
  • Daria Scacciatelli
  • 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
  • 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
  • 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
  • Use of Interactive Plots and Tables for Robust Analysis of International Trade Data
  • 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
  • Domenico Perrotta and Francesca Torti
  • 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
  • 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
Control code
SPR780442102
Dimensions
unknown
Extent
1 online resource (xiii, 484 p.)
File format
unknown
Form of item
electronic
Isbn
9783642210372
Isbn Type
(electronic bk.)
Level of compression
unknown
Quality assurance targets
not applicable
Reformatting quality
unknown
Reproduction note
Electronic resource.
Sound
unknown sound
Specific material designation
remote

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