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XploRe® -- Application Guide

Author: Wolfgang Hardle; Zděnk Hlávka; Sigbert Klinke
Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint : Springer, 2000.
Edition/Format:   eBook : Bibliographic data : EnglishView all editions and formats
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  Read more...
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Details

Genre/Form: Electronic books
Statistics
Additional Physical Format: Printed edition:
Material Type: Bibliographic data, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Wolfgang Hardle; Zděnk Hlávka; Sigbert Klinke
ISBN: 9783642572920 3642572928 9783540675457 3540675450
OCLC Number: 840292383
Description: 1 online resource (IV, 525 pages)
Contents: I Regression Models --
1 Quantile Regression --
2 Least Trimmed Squares --
3 Errors-in-Variables Models --
4 Simultaneuos-Equations Models --
5 Hazard Regression --
6 Generalized Partial Linear Models --
7 Generalized Additive Models --
II Data Exploration --
8 Growth Regression and Counterfactual Income Dynamics --
9 Cluster Analysis --
10 Classification and Regression Trees --
11 DPLS: Partial Least Squares Program --
12 Uncovered Interest Parity --
13 Correspondence Analysis --
III Dynamic Statistical Systems --
14 Long-Memory Analysis --
15 ExploRing Persistence in Financial Time Series --
16 Flexible Time Series Analysis --
17 Multiple Time Series Analysis --
18 Robust Kalman Filtering.
Responsibility: by Wolfgang Härdle, Zděnk Hlávka, Sigbert Klinke.

Abstract:

As a guide it contains case studies of real data analysis situations. It helps the beginner in statistical data analysis to learn how XploRe works in real life applications. The case studies include:  Read more...

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