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Statistics and Computing Ser.: Xplore : An Interactive Statistical Computing Environment by S Klinke, W. Härdle and B. A. Turlach (1995, Hardcover)

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Language: English. Number of Pages: 387. Weight: 1.76 lbs. Publication Date: 1995-03-30. Publisher: Springer.

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Product Information

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.

Product Identifiers

Publisher
Springer New York
ISBN-10
038794429x
ISBN-13
9780387944296
eBay Product ID (ePID)
14038308996

Product Key Features

Author
B. A. Turlach, S Klinke, w. Härdle
Publication Name
Xplore : an Interactive Statistical Computing Environment
Format
Hardcover
Language
English
Series
Statistics and Computing Ser.
Publication Year
1995
Type
Textbook
Number of Pages
Xxxii, 387 Pages

Dimensions

Item Length
9.3in
Item Height
0.4in
Item Width
6.1in
Item Weight
30.7 Oz

Additional Product Features

Number of Volumes
1 Vol.
Lc Classification Number
Qa273.A1-274.9
Table of Content
I A Beginner's Course.- 1 Un Amuse-Gueule.- 2 An XploRe Tutorial.- 3 The Integrated Working Environment.- II XploRe in Use.- 4 Graphical Aids for Statistical Data Analysis.- 5 Density and Regression Smoothing.- 6 Bandwidth Selection in Density Estimation.- 7 Interactive Graphics for Teaching Simple Statistics.- 8 XClust: Clustering in an Interactive Way.- 9 Exploratory Projection Pursuit.- 10 Generalized Linear Models.- 11 Additive Modeling.- 12 Comparing Parametric and Semiparametric Binary Response Models.- 13 Approximative Methods for Regression Models with Errors in Covariates.- 14 Nonlinear Time Series Analysis.- 15 Un Digestif.- A Questions to XploRe.- B Language Reference.- B.1 Operators.- B.2 Flow Control.- B.3 Commands.- References.- Author Index.
Copyright Date
1995
Topic
Probability & Statistics / General
Lccn
94-041488
Dewey Decimal
519.5/0285/5369
Intended Audience
Scholarly & Professional
Dewey Edition
20
Illustrated
Yes
Genre
Mathematics

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item 1 XploRe: An Interactive Statistical Computing Environment [Statistics and Computi
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item 2 Xplore: An Interactive Statistical Computing Environment
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item 3 XploRe: An Interactive Statistical Computing Environment by Wolfgang H?rdle (Eng
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Picture 1 of 1

Statistics and Computing Ser.: Xplore : An Interactive Statistical Computing Environment by S Klinke, W. Härdle and B. A. Turlach (1995, Hardcover)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

All listings for this product

item 1 XploRe: An Interactive Statistical Computing Environment [Statistics and Computi

item 2 Xplore: An Interactive Statistical Computing Environment

item 3 XploRe: An Interactive Statistical Computing Environment by Wolfgang H?rdle (Eng

Best Selling in Textbooks

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Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)

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Leadership : Theory and Practice by Peter G. Northouse (2021, Trade Paperback, Revised edition)

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PMBOK® Guide Ser.: Guide to the Project Management Body of Knowledge (PMBOK Guide) and the Standard for Project Management by Project Management Institute (2021, Trade Paperback)

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