Observation Rank

Rank a vector of observations in an increasing order, it can easily deal with tie "duplicated rank"

Rank function usually used as the first step in non-parametric tests such as The Kruskal-Wallis (KW)test. It simply give a rank to each observation (increasing order) in the vector taking into consideration the average of duplicated ranks.
The main objective of the rank is to avoid data outliers