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Applied statistics : using SPSS, Statistica, MATLAB, and R

Author: J P Marques de Sá
Publisher: Berlin ; New York : Springer, ©2007.
Edition/Format:   Print book : Document   Computer File : English : 2nd edView all editions and formats
Database:WorldCat
Summary:
"This successful textbook is intended for students, professionals and research workers who need to apply statistical analysis to a large variety of practical problems using SPSS, MATLAB, STATISTICA and R. The book provides a comprehensive coverage of the main statistical analysis topics important for practical applications such as data description, statistical inference, classification and regression, factor
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Details

Material Type: Document, Internet resource
Document Type: Book, Computer File, Internet Resource
All Authors / Contributors: J P Marques de Sá
ISBN: 9783540719717 3540719717 3540719725 9783540719724
OCLC Number: 168789868
Description: xxiv, 505 pages : illustrations ; 24 cm + 1 CD-ROM (4 3/4 in.)
Contents: 1. Introduction --
2. Presenting and summarising the data --
3. Estimating data parameters --
4. Parametric tests of hypotheses --
5. Non-parametric tests of hypotheses --
6. Statistical classification --
7. Data regression --
8. Data structure analysis --
9. Survival analysis --
10. Directional data --
App. A. Cohort survey on probability theory --
App. B. Distributions --
App. C. Point estimation --
App. D. Tables --
App. E. Datasets --
App. F. Tools.
Responsibility: Joaquim P. Marques de Sá.
More information:

Abstract:

"This successful textbook is intended for students, professionals and research workers who need to apply statistical analysis to a large variety of practical problems using SPSS, MATLAB, STATISTICA and R. The book provides a comprehensive coverage of the main statistical analysis topics important for practical applications such as data description, statistical inference, classification and regression, factor analysis, survival data and directional statistics. The relevant notions and methods are explained concisely, illustrated with practical examples using real data, presented with the distinct intention of clarifying sensible practical issues. The solutions presented in the examples are obtained with one of the software packages in a pedagogical way.

It provides guidance on how to use SPSS, MATLAB, STATISTICA and R in statistical analysis applications without having to delve in the manuals."--Jacket.

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