XploRe: An Interactive Statistical Computing Environment

Released on by Wolfgang Härdle
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  • XploRe: An Interactive Statistical Computing Environment Book Detail

  • Author : Wolfgang Härdle
  • Release Date : 2012-12-06
  • Publisher : Springer Science & Business Media
  • Genre : Mathematics
  • Pages : 406
  • ISBN 13 : 1461242142
  • File Size : 24,24 MB
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XploRe: An Interactive Statistical Computing Environment by Wolfgang Härdle PDF Summary

Book 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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XploRe — Learning Guide

XploRe — Learning Guide

File Size : 80,80 MB
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It is generally accepted that training in statistics must include some exposure to the mechanics of computational statistics. This learning guide is intended fo

XploRe® - Application Guide

XploRe® - Application Guide

File Size : 11,11 MB
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This book offers a detailed application guide to XploRe - an interactive statistical computing environment. As a guide it contains case studies of real data ana