Nonparametric statistics with applications to science and engineering /
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.
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.