| Description |
1 online resource (xxiv, 505 pages) : illustrations |
| 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 |
| 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 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 |
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It provides guidance on how to use SPSS, MATLAB, STATISTICA and R in statistical analysis applications without having to delve in the manuals."--Jacket |
| Analysis |
statistiek |
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statistics |
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engineering |
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fysica |
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physics |
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toegepaste wiskunde |
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applied mathematics |
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computational science |
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numerieke methoden |
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numerical methods |
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toegepaste statistiek |
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applied statistics |
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informatietheorie |
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information theory |
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Statistics (General) |
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Statistiek (algemeen) |
| Bibliography |
Includes bibliographical references (pages 491-497) and index |
| Notes |
Print version record |
| SUBJECT |
SPSS (Computer file) http://id.loc.gov/authorities/names/n88224991
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STATISTICA (Computer file) http://id.loc.gov/authorities/names/n2003008721
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MATLAB. http://id.loc.gov/authorities/names/n92036881
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MATLAB fast |
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SPSS (Computer file) fast |
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STATISTICA (Computer file) fast |
| Subject |
Mathematical statistics -- Data processing.
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Information resources management.
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Data Interpretation, Statistical
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Information Management
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Statistics
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MATHEMATICS -- Probability & Statistics -- General.
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Information resources management
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Mathematical statistics -- Data processing
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| Form |
Electronic book
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| ISBN |
9783540719724 |
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3540719725 |
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3540719717 |
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9783540719717 |
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9786610863587 |
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661086358X |
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