| 1 Introduction References 2 Symbolic Data 2.1 Symbolic and Classical Data 2.2 Categories, Concepts and Symbolic Objects 2.3 Comparison of Symbolic and Classical Analysis 3 Basic Descriptive Statistics: One Variate 3.1 Some Preliminaries 3.2 Multi-valued Variables 3.3 Interval-valued Variables 3.4 Multi-valued Modal variables 3.5 Interval-valued Modal Variables 4 Descriptive Statistics: Two or More Variates 4.1 Multi-valued Variables 4.2 Interval-valued Variables 4.3 Modal Multi-valued Variables 4.4 Modal Interval-valued Variables 4.5 Baseball Interval-valued Dataset 4.6 Measures of Dependence 5 Principal Component Analysis 5.1 Vertices Method 5.2 Centers Method 5.3 Comparison of the Methods 6 Regression Analysis 6.1 Classical Multiple Regression Model 6.2 Multi-valued Variables 6.3 Interval-valued Variables 6.4 Histogram-valued Variables 6.5 Taxonomy Variables 6.6 Hierarchical Variables 7 Cluster Analysis 7.1 Dissimilarity and Distance Measures 7.2 Clustering Structures 7.3 Partitions 7.4 Hierarchy-Divisive Clustering 7.5 Hierarchy-Pyramid Clusters Data Index Author Index Subject Index |
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