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Xplore: An Interactive Statistical Computing Environment (en Inglés)
Wolfgang Härdle
(Autor)
·
Sigbert Klinke
(Autor)
·
Berwin A. Turlach
(Autor)
·
Springer
· Tapa Blanda
Xplore: An Interactive Statistical Computing Environment (en Inglés) - Härdle, Wolfgang ; Klinke, Sigbert ; Turlach, Berwin A.
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Reseña del libro "Xplore: An Interactive Statistical Computing Environment (en Inglés)"
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 environ- ment for user-written macros; it offers hard-wired smoothing procedures for effective high-dimensional data analysis. Its highly dynamic graphic capa- bilities 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 fit- ting 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 read- ers with access to other systems can, without major difficulty, reproduce the examples presented here and use them as a basis for further investigation.
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