Kendall's tau is a non-parametric statistic used to measure the ordinal association between two variables, assessing how well the relationship between the variables can be described by a monotonic function. It is particularly useful for small sample sizes and is less affected by ties in the data compared to other correlation coefficients like Spearman's rho.