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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