Nonparametric Statistics with Applications to Science and Engineering

• Main Authors: Kvam, Paul H. 1962- (Author), Vidakovic, Brani 1955- (Author)
• Format: Book
• Language: English
• Published: Hoboken, New Jersey Wiley-Inter-Science 2007
• Series: Wiley series in probability and statistics
• Subjects: Nonparametric statistics > Statistical methods; Engineering > Statistical methods; Science > Statistical methods
• Online Access: Click Here to View Status and Holdings.

This book presents a practical approach to nonparametric statistical analysis and provides comprehensive coverage of both established and newly developed methods. With the use of MATLAB, the authors present information on theorems and rank tests in an applied fashion, with an emphasis on modern meth...

Table of Contents:

• 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