This title presents a novel presentation of rank and permutation tests, with accessible guidance to applications in R. The book provides a guide to solving the many statistical problems related to both experimental and observational studies that can arise in many scientific disciplines such as engineering, biology, medicine, veterinary, geology, economics, demography, and many other social and non social sciences.