Author | Klinke, Sigbert. author |
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Title | Data Structures for Computational Statistics [electronic resource] / by Sigbert Klinke |
Imprint | Heidelberg : Physica-Verlag HD : Imprint: Physica, 1997 |
Connect to | http://dx.doi.org/10.1007/978-3-642-59242-3 |
Descript | VIII, 284 p. 8 illus. online resource |
1 Introduction -- 1.1 Motivation -- 1.2 The Need of Interactive Environments -- 1.3 Modern Computer Soft- and Hardware -- 2 Exploratory Statistical Techniques -- 2.1 Descriptive Statistics -- 2.2 Some Stratifications -- 2.3 Boxplots -- 2.4 Quantile-Quantile Plot -- 2.5 Histograms, Regressograms and Charts -- 2.6 Bivariate Plots -- 2.7 Scatterplot Matrices -- 2.8 Three Dimensional Plots -- 2.9 Higher Dimensional Plots -- 2.10 Basic Properties for Graphical Windows -- 3 Some Statistical Applications -- 3.1 Cluster Analysis -- 3.2 Teachware -- 3.3 Regression Methods -- 4 Exploratory Projection Pursuit -- 4.1 Motivation and History -- 4.2 The Basis of Exploratory Projection Pursuit -- 4.3 Application to the Swiss Banknote Dataset -- 4.4 Multivariate Exploratory Projection Pursuit -- 4.5 Discrete Exploratory Projection Pursuit -- 4.6 Requirements for a Tool Doing Exploratory Projection Pursuit -- 5 Data Structures -- 5.1 For Graphical Objects -- 5.2 For Data Objects -- 5.3 For Linking -- 5.4 Existing Computational Environments -- 6 Implementation in XploRe -- 6.1 Data Structures in XploRe 3.2 -- 6.2 Selected Commands in XploRe 3.2 -- 6.3 Selected Tools in XploRe 3.2 -- 6.4 Data Structure in XploRe 4.0 -- 6.5 Commands and Macros in XploRe 4.0 -- 7 Conclusion -- A The Datasets -- B Mean Squared Error of the Friedman-Tukey Index -- C Density Estimation on Hexagonal Bins -- D Programs -- E Tables -- References