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"Applying Contemporary Statistical Techniques" explains why traditional statistical methods are often inadequate or outdated when applied to modern problems. Wilcox demonstrates how new and more powerful techniques address these problems far more effectively, making these modern robust methods understandable, practical, and easily accessible. This work: assumes no previous training in statistics; explains how and why modern statistical methods provide more accurate results than conventional methods; covers the latest developments on multiple comparisons; includes recent advances in risk-based methods; features many illustrations and examples using data from real studies; describes and illustrates easy-to-use s-plus functions for applying cutting-edge techniques; and covers many contemporary ANOVA (analysis of variance) and regression methods not found in other books.