Kvam, Paul H., 1962-

Nonparametric statistics with applications to science and engineering / Paul H. Kvam, Brani Vidakovic. - Hoboken, N.J. : Wiley-Interscience, c2007. - Wiley series in probability and statistics .

Includes bibliographical references and indexes.

Introduction -- Probability basics -- Statistics basics -- Bayesian statistics -- Order statistics -- Goodness of fit -- Rank tests -- Designed experiments -- Categorical data -- Estimating distribution functions -- Density estimation -- Beyond linear regression -- Curve fitting techniques -- Wavelets -- Bootstrap -- Em algorithm -- Statistical learning -- Nonparametric bayes.

9780470081471 (cloth)

2007-002534


Nonparametric statistics.
Science--Statistical methods.
Engineering--Statistical methods.