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Robust Nonparametric Statistical Methods (Kendall's Library of Statistics) - Hardcover
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Synopsis
Based in ranks of the data, this book offers an alternative to the traditional least squares approach. Topics include one- and two-sample location models, linear models (including multiple regression and designed experiments), and multivariate models. Rank tests and estimates for all models are developed, including bounded influence and high breakdown methods. Emphasis is on efficiency and robustness and all methods are illustrated on data sets.
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About the Author
Thomas P. Hettmansperger is in the department of Statistics, Pennsylvania State University. Joseph W. McKean is in the Department of Mathematics and Statistics, Western Michigan University.
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Robust Nonparametric Statistical Methods (Kendall's Library of Statistics: An Arnold Publication No. 5)
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