XploRe: An Interactive Statistical Computing Environment:
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Bibliographische Detailangaben
1. Verfasser: Härdle, Wolfgang 1953- (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: New York, NY Springer New York 1995
Schriftenreihe:Statistics and Computing
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Beschreibung:This book describes an interactive statistical computing environment called 1 XploRe. As the name suggests, support for exploratory statistical analysis is given by a variety of computational tools. XploRe is a matrix-oriented statistical language with a comprehensive set of basic statistical operations that provides highly interactive graphics, as well as a programming environment for user-written macros; it offers hard-wired smoothing procedures for effective high-dimensional data analysis. Its highly dynamic graphic capabilities make it possible to construct student-level front ends for teaching basic elements of statistics. Hot keys make it an easy-to-use computing environment for statistical analysis. The primary objective of this book is to show how the XploRe system can be used as an effective computing environment for a large number of statistical tasks. The computing tasks we consider range from basic data matrix manipulations to interactive customizing of graphs and dynamic fitting of high-dimensional statistical models. The XploRe language is similar to other statistical languages and offers an interactive help system that can be extended to user-written algorithms. The language is intuitive and readers with access to other systems can, without major difficulty, reproduce the examples presented here and use them as a basis for further investigation
Beschreibung:1 Online-Ressource (XXXII, 387p. 143 illus)
ISBN:9781461242147
9781461286998
ISSN:1431-8784
DOI:10.1007/978-1-4612-4214-7

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