Applied Multivariate Statistics with R

• Κύριος συγγραφέας: Zelterman, Daniel (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: Statistics for Biology and Health,
• Θέματα: Statistics.; Epidemiology.; Bioinformatics.; Systems biology.; Biostatistics.; Statistics for Life Sciences, Medicine, Health Sciences.; Systems Biology.

This book brings the power of multivariate statistics to graduate-level practitioners, making these analytical methods accessible without lengthy mathematical derivations. Using the open source, shareware program R, Professor Zelterman demonstrates the process and outcomes for a wide array of multiv...

Πίνακας περιεχομένων:

• Introduction.- Elements of R
• Graphical Displays
• Basic Linear Algebra
• The Univariate Normal Distribution
• Bivariate Normal Distribution
• Multivariate Normal Distribution
• Factor Methods
• Multivariate Linear Regression
• Discrimination and Classification
• Clustering
• Time Series Models
• Other Useful Methods
• References
• Appendix
• Selected Solutions
• Index.