XploRe® -- Application Guide /

This book offers a detailed application guide to XploRe - the interactive statistical computing environment - with case studies of real data analysis situations. It helps the beginner in statistical data analysis to learn in gradual steps how XploRe works in real life applications. Many examples fro...

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Bibliographic Details
Main Author: Härdle, Wolfgang
Corporate Author: SpringerLink (Online service)
Other Authors: Hlávka, Zděnk, Klinke, S.
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint : Springer, 2000.
Subjects:
Online Access:Connect to the full text of this electronic book
Description
Summary:This book offers a detailed application guide to XploRe - the interactive statistical computing environment - with case studies of real data analysis situations. It helps the beginner in statistical data analysis to learn in gradual steps how XploRe works in real life applications. Many examples from practice are discussed and analysed in full length. Great emphasis is put on graphics based understanding of the data interrelations. The case studies include: Survival modelling with Cox's proportional hazard regression.- Vitamine C data analysis with Quantile Regression.- Human capital allocation with smoothing methods.- Cluster analysis of butterfly data.- Money market analysis with Dynamic Partial Least Squares.- Media metrics with correspondance analysis.- Multiple and flexible time series analysis of macro economic data.- As well as other case studies.
Item Description:Electronic resource.
Physical Description:1 online resource (IV, 525 pages)
ISBN:9783642572920 (electronic bk.)
3642572928 (electronic bk.)