Data Structures for Computational Statistics by Sigbert KlinkeData Structures for Computational Statistics by Sigbert Klinke

Data Structures for Computational Statistics

bySigbert Klinke

Paperback | May 20, 1997

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The development of data structures for a statistical software system is treated in this book. Data structures, e.g. storage of statistical data, handling of different kind of graphics, are very important in designing a software system. A misspecification or too narrow approach will lead to an enormous amount of reprogramming if it is possible.Chapters deal with exploratory statistical techniques, some statistical applications, exploratory projection pursuit, data structures and implementation in XploRe.Examples are given with several statistical techniques, e.g. teachware, cluster anaylsis, non-parametric regression and exploratory projection pursuit.
Title:Data Structures for Computational StatisticsFormat:PaperbackDimensions:284 pagesPublished:May 20, 1997Publisher:Springer-Verlag/Sci-Tech/Trade

The following ISBNs are associated with this title:

ISBN - 10:3790809829

ISBN - 13:9783790809824

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Table of Contents

Contents: Introduction: Motivation.- The Need of Interactive Environments.- Modern Computer Soft- and Hardware.- Exploratory Statistical Techniques: Descriptive Statistics.- Some Stratifications.- Boxplots.- Quantile-Quantile Plot.- Histograms, Regressograms and Charts.- Bivariate Plots.- Scatterplot Matrices.- Three Dimensional Plots.- Higher Dimensional Plots.- Basic Properties for Graphical Windows.- Some Statistical Applications: Cluster Analysis.- Teachware.- Regression Methods.- Exploratory Projection Pursuit: Motivation and History.- The Basis of Exploratory Projection Pursuit.- Application to the Swiss Banknote Dataset.- Multivariate Exploratory Projection Pursuit.- Discrete Exploratory Projection Pursuit.- Requirements for a Tool Doing Exploratory Projection Pursuit.- Data Structures: For Graphical Objects.- For Data Objects.- For Linking.- Existing Computational Environments.- Implementation in XploRe: Data Structures in XploRe 3.2.- Selected Commands in XploRe 3.2.- Selected Tools in XploRe 3.2.- Data Structure in XploRe 4.0.- Commands and Macros in XploRe 4.0.- Conclusion.