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XploRe: An Interactive Statistical Computing Environment, Hardback Book

XploRe: An Interactive Statistical Computing Environment Hardback

Part of the Statistics and Computing series

Hardback

Description

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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