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Advanced Statistical Methods for the Analysis of Large Data-Sets

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Table of Contents

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    Book Overview
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    Chapter 1 Clustering Large Data Set: An Applied Comparative Study
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    Chapter 2 Clustering in Feature Space for Interesting Pattern Identification of Categorical Data
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    Chapter 3 Clustering Geostatistical Functional Data
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    Chapter 4 Joint Clustering and Alignment of Functional Data: An Application to Vascular Geometries
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    Chapter 5 Bayesian Methods for Time Course Microarray Analysis: From Genes’ Detection to Clustering
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    Chapter 6 Longitudinal Analysis of Gene Expression Profiles Using Functional Mixed-Effects Models
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    Chapter 7 A Permutation Solution to Compare Two Hepatocellular Carcinoma Markers
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    Chapter 8 Statistical Perspective on Blocking Methods When Linking Large Data-sets
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    Chapter 9 Integrating Households Income Microdata in the Estimate of the Italian GDP
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    Chapter 10 The Employment Consequences of Globalization: Linking Data on Employers and Employees in the Netherlands
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    Chapter 11 Applications of Bayesian Networks in Official Statistics
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    Chapter 12 A Correlated Random Effects Model for Longitudinal Data with Non-ignorable Drop-Out: An Application to University Student Performance
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    Chapter 13 Risk Analysis Approaches to Rank Outliers in Trade Data
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    Chapter 14 Problems and Challenges in the Analysis of Complex Data: Static and Dynamic Approaches
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    Chapter 15 Ensemble Support Vector Regression:A New Non-parametric Approach for Multiple Imputation
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    Chapter 16 On the Use of PLS Regression for Forecasting Large Sets of Cointegrated Time Series
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    Chapter 17 Large-Scale Portfolio Optimisation with Heuristics
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    Chapter 18 Detecting Short-Term Cycles in Complex Time Series Databases
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    Chapter 19 Assessing the Beneficial Effects of Economic Growth: The Harmonic Growth Index
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    Chapter 20 Time Series Convergence within I(2) Models: the Case of Weekly Long Term Bond Yields in the Four Largest Euro Area Countries
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    Chapter 21 Anthropogenic CO 2 Emissions and Global Warming: Evidence from Granger Causality Analysis
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    Chapter 22 Temporal and Spatial Statistical Methods to Remove External Effects on Groundwater Levels
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    Chapter 23 Reduced Rank Covariances for the Analysis of Environmental Data
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    Chapter 24 Radon Level in Dwellings and Uranium Content in Soil in the Abruzzo Region: A Preliminary Investigation by Geographically Weighted Regression
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    Chapter 25 Applications of Large Deviations to Hidden Markov Chains Estimation
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    Chapter 26 Multivariate Tail Dependence Coefficients for Archimedean Copulae
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    Chapter 27 A Note on Density Estimation for Circular Data
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    Chapter 28 Markov Bases for Sudoku Grids
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    Chapter 29 Estimating the Probability of Moonlighting in Italian Building Industry
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    Chapter 30 Use of Interactive Plots and Tables for Robust Analysis of International Trade Data
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    Chapter 31 Generational Determinants on the Employment Choice in Italy
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    Chapter 32 Route-Based Performance Evaluation Using Data Envelopment Analysis Combined with Principal Component Analysis
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    Chapter 33 Web Surveys: Methodological Problems and Research Perspectives
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    Chapter 34 Semantic Based DCM Models for Text Classification
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    Chapter 35 Probabilistic Relational Models for Operational Risk: A New Application Area and an Implementation Using Domain Ontologies
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    Chapter 36 Efficient Statistical Sample Designs in a GIS for Monitoring the Landscape Changes
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    Chapter 37 Studying Foreigners’ Migration Flows Through a Network Analysis Approach
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    Chapter 38 Estimation of Income Quantiles at the Small Area Level in Tuscany
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    Chapter 39 The Effects of Socioeconomic Background and Test-taking Motivation on Italian Students’ Achievement
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    Chapter 40 Firm Size Dynamics in an Industrial District: The Mover-Stayer Model in Action
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    Chapter 41 Multiple Correspondence Analysis for the Quantification and Visualization of Large Categorical Data Sets
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    Chapter 42 Multivariate Ranks-Based Concordance Indexes
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    Chapter 43 Methods for Reconciling the Micro and the Macro in Family Demography Research: A Systematisation
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Citations

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132 Mendeley
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Title
Advanced Statistical Methods for the Analysis of Large Data-Sets
Published by
Springer Berlin Heidelberg, January 2012
DOI 10.1007/978-3-642-21037-2
ISBNs
978-3-64-221037-2, 978-3-64-221036-5, 978-3-64-244340-4
Authors

Di Ciaccio, Agostino, Angulo Ibañez, Jose Miguel, Coli, Mauro

Editors

Agostino Di Ciaccio, Mauro Coli, Jose Miguel Angulo Ibanez

Mendeley readers

The data shown below were compiled from readership statistics for 132 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 6 5%
France 1 <1%
Turkey 1 <1%
Netherlands 1 <1%
Switzerland 1 <1%
Italy 1 <1%
Sweden 1 <1%
India 1 <1%
Germany 1 <1%
Other 0 0%
Unknown 118 89%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 36 27%
Researcher 32 24%
Student > Master 16 12%
Student > Doctoral Student 11 8%
Other 7 5%
Other 21 16%
Unknown 9 7%
Readers by discipline Count As %
Mathematics 17 13%
Engineering 13 10%
Social Sciences 12 9%
Business, Management and Accounting 12 9%
Agricultural and Biological Sciences 11 8%
Other 50 38%
Unknown 17 13%