Applied Nonparametric Statistical Methods

• Main Authors: Sprent, Peter (Author), Smeeton, Nigel C. (Author)
• Format: Book
• Language: English
• Published: Boca Raton, Florida Chapman & Hall/CRC 2007
• Edition: Fourth Edition
• Series: Texts in statistical science
• Subjects: Nonparametric statistics
• Online Access: Click Here to View Status and Holdings.
• Physical Description: x, 530 pages illustrations 25 cm
• Bibliography: Includes bibliographical references (p. 511-525) and indexes
• ISBN: 9781584887010 (hardback); 158488701X (hardback)

While preserving the clear, accessible style of previous editions, Applied Nonparametric Statistical Methods, Fourth Edition reflects the latest developments in computer-intensive methods that deal with intractable analytical problems and unwieldy data sets. Reorganized and with additional material, this edition begins with a brief summary of some relevant general statistical concepts and an introduction to basic ideas of nonparametric or distribution-free methods. Designed experiments, including those with factorial treatment structures, are now the focus of an entire chapter. The text also expands coverage on the analysis of survival data and the bootstrap method. The new final chapter focuses on important modern developments, such as large sample methods and computer-intensive applications.