Basic Elements of Computational Statistics
This textbook on computational statistics presents tools and concepts of univariate and multivariate statistical data analysis with a strong focus on applications and implementations in the statistical software R. It covers mathematical, statistical as well as programming problems in computational s...
Κύριοι συγγραφείς: | , , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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Σειρά: | Statistics and Computing,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- The Basics of R
- Numerical Techniques
- Combinatorics and Discrete Distributions
- Univariate Distributions
- Univariate Statistical Analysis
- Basic Nonparametric Methods
- Multivariate Distributions
- Multivariate Statistical Analysis
- Random Numbers in R
- Advanced Graphical Techniques in R
- Symbols and Notations.