The book provides a comprehensive treatment of statistical inference using permutation techniques. It features a variety of useful and powerful data analytic tools that rely on very few distributional assumptions. Although many of these procedures have appeared in journal articles, they are not readily available to practitioners.
This text takes a unique approach to explaining statistics by integrating a large variety of statistical methods, and establishing the rigor of a topic that to many may seem to be a nascent field in statistics.
... Albert, Smeets, Heusghem, and Kulberts, 1982]; chemistry [vanKeerberghen, Vandenbosch, Smeyers-Verbeke, and Massart, 1991]; • climatology [Robson, Jones, Reed, and Bayliss, 1998]; • clinical trials [Berlin and Ness, 1996; Freedman, ...
cardiology [Chapelle et al., 1982], • chemistry [van Keerberghen, Vandenbosch, Smeyers-Verbeke, and Massart, 1991], • climatology [Hisdal et al., 2001; Robson, Jones, Reed, and Bayliss, 1998], • clinical trials [Potthoff, Peterson, ...
This book takes a unique approach to explaining permutation statistics by integrating permutation statistical methods with a wide range of classical statistical methods and associated R programs.
... in the early years from 1920 to 1939 important contributions were made by Thomas Eden, Ronald Fisher, Roy Geary, ... David Lane, John Ludbrook, Bryan Manly, Patrick Onghena, Fortunato Pesarin, Jon Richards, and Cajo ter Braak.
Methods in 1948 [9], Freeman and Halton's exact methods for analyzing two-way and three-way contingency tables in 1951 [5], Kruskal and Wallis' C-sample ranksum test in 1952 [10], Box and Andersen's promotion of permutation methods in ...
This book summarizes traditional rank techniques and more recent developments in permutation testing as robust tools for dealing with complex data with low sample size.
... 94, 134, 139, 143, 185,439, 512, 514,571, 572, 574, 577, 579,581, 589, 590, 624, 629 Tukey, J.W., 2, 4, 22, 105, 106, 110, 111, 112, 112, 113, 113, 114, 114, 134 Tversky, A., 2 Tyrer, P.J., 159, 185 U Ury, H.K., 304, 305 V Vanbelle, ...
This book presents new advanced methods and related R codes to perform complex multivariate analyses. The prerequisites are a standard course in statistics and some background in multivariate analysis and R software.
This book presents permutation alternatives to existing classical statistics, and is intended as a textbook for undergraduate statistics courses or graduate courses in the natural, social, and physical sciences, while assuming only an ...