Introduction to Nonparametric Statistics for the Biological Sciences Using R

• Κύριοι συγγραφείς: MacFarland, Thomas W. (Συγγραφέας), Yates, Jan M. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Θέματα: Statistics.; Agriculture.; Biostatistics.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics and Computing/Statistics Programs.; Statistical Theory and Methods.

This book contains a rich set of tools for nonparametric analyses, and the purpose of this supplemental text is to provide guidance to students and professional researchers on how R is used for nonparametric data analysis in the biological sciences: To introduce when nonparametric approaches to data...

Πίνακας περιεχομένων:

• Chapter 1 Nonparametric Statistics for the Biological Sciences
• Chapter 2 Sign Test
• Chapter 3 Chi-Square
• Chapter 4 Mann-Whitney U Test
• Chapter 5 Wilcoxon Matched-Pairs Signed-Ranks Test
• Chapter 6 Kruskal-Wallis H-Test for Oneway Analysis of Variance (ANOVA) by Ranks
• Chapter 7 Friedman Twoway Analysis of Variance (ANOVA) by Ranks
• Chapter 8 Spearman's Rank-Difference Coefficient of Correlation
• Chapter 9 Other Nonparametric Tests for the Biological Sciences.