Nonparametric Statistical Methods Using R by Joseph W. McKean, John Kloke (Hardback, 2014)

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The authors emphasize applications and statistical computation. The last two chapters cover more advanced material, including high breakdown fits for general regression models and rank-based inference for cluster correlated data.
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