Hollander M., Wolfe D.A., Chicken E. Nonparametric Statistical Methods

Third Edition. — N.-Y.: John Wiley & Sons, 2014. — 844 p. — ISBN: 0470387378, 9780470387375.См. также эту книгу в PDF-формате: /file/1461390/"In this third edition we have improved the eleven chapters of the second edition and added five new chapters. Also organized all of the R programs used in this third edition into a documented collection that is formally registered as an R package specifically linked to this third edition. ".The dichotomous data problem.
The one-sample location problem.
The two-sample location problem.
The two-sample dispersion and other two-sample problems.
The one-way layout.
The two-way layout.
The independence problem.
Regression problems.
Comparing two success probabilities.
Life distributions and survival analysis.
Density estimation.
Wavelets.
Smoothing.
Ranked set sampling.
An introduction to Bayesian nonparametric statistics via the Dirichlet process.