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Data Structures for Computational Statistics
Author
Title
Data Structures for Computational Statistics [electronic resource] / by Sigbert Klinke.
ISBN
9783642592423
Published
Heidelberg : Physica-Verlag HD : Imprint: Physica, 1997.
Physical Description
1 online resource.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
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.<BR>Chapters deal with exploratory statistical techniques, some statistical applications, exploratory projection pursuit, data structures and implementation in XploRe.<BR>Examples are given with several statistical techniques, e.g. teachware, cluster anaylsis, non-parametric regression and exploratory projection pursuit.
Variant and related titles
Springer ebooks.
Other formats
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
February 05, 2013
Series
Contributions to Statistics,
Contents
<B>Contents</B>: <B>Introduction</B>: Motivation
The Need of Interactive Environments
Modern Computer Soft- and Hardware
<B>Exploratory</B> <B> Statistical Techniques</B>: 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
<B>Some </B> <B>Statistical</B> <B> Applications</B>: Cluster Analysis
Teachware
Regression Methods
<B>Exploratory Projection</B> <B>Pursuit</B>: 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
<B>Data</B> <B>Structures</B>: For Graphical Objects
For Data Objects
For Linking
Existing Computational Environments
<B>Implementation in XploRe</B>: 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
<B>Conclusion</B>.
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