عنوان

Data Structures for Computational Statistics

(Number (ISBN

3642592422

(Number (ISBN

9783642592423

Number

b571251

Title Proper

Data Structures for Computational Statistics

General Material Designation

[Book]

First Statement of Responsibility

by Sigbert Klinke.

Place of Publication, Distribution, etc.

Heidelberg

Name of Publisher, Distributor, etc.

Physica-Verlag HD : Imprint : Physica

Date of Publication, Distribution, etc.

1997

Specific Material Designation and Extent of Item

(viii, 284 pages 108 illustrations)

Series Title

Contributions to statistics.

Text of Note

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.

Text of Note

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.

Economics -- Statistics.

Economics.

Statistics.

by Sigbert Klinke.

Sigbert Klinke

Electronic name

[Book]

Y