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