The book is dedicated to rank and permutation tests, it is problem oriented with exhaustive but simple and easy to understand theoretical explanations, practical guide for the application of the methods to most frequently encountered scientific problems, including related R codes and with many clearly discussed examples from several different disciplines. The book fully satisfies these objectives and can be considered a practical and complete handbook for the application of the most important rank and permutation tests. The presentation style is simple and comprehensible also for non statisticians with elementary education in statistical inference, but at the same time precise and formally rigorous in the theoretical explanations of the methods.
Nonparametric Hypothesis Testing. Rank and Permutation Methods with Applications in R
BONNINI, Stefano;CORAIN, Livio;MAROZZI, Marco;SALMASO, Luigi
2014
Abstract
The book is dedicated to rank and permutation tests, it is problem oriented with exhaustive but simple and easy to understand theoretical explanations, practical guide for the application of the methods to most frequently encountered scientific problems, including related R codes and with many clearly discussed examples from several different disciplines. The book fully satisfies these objectives and can be considered a practical and complete handbook for the application of the most important rank and permutation tests. The presentation style is simple and comprehensible also for non statisticians with elementary education in statistical inference, but at the same time precise and formally rigorous in the theoretical explanations of the methods.I documenti in SFERA sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
