Hollander, M. and D. A. Wolfe. 1999. Nonparametric Statistical Methods, 2nd
edition. John Wiley & Sons, New York. 787 p. {Encyclopedic, but not as easy
to read as many of the others cited. The notes on each test provide good
discussions and references to recent advances}
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