书目名称 | XploRe: An Interactive Statistical Computing Environment |
编辑 | Wolfgang Härdle,Sigbert Klinke,Berwin A. Turlach |
视频video | |
丛书名称 | Statistics and Computing |
图书封面 |  |
描述 | 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 |
出版日期 | Textbook 1995 |
关键词 | Boxplot; Fitting; Generalized linear model; Projection Pursuit; Time series; best fit; cluster analysis; da |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4612-4214-7 |
isbn_softcover | 978-1-4612-8699-8 |
isbn_ebook | 978-1-4612-4214-7Series ISSN 1431-8784 Series E-ISSN 2197-1706 |
issn_series | 1431-8784 |
copyright | Springer-Verlag New York, Inc. 1995 |