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Fundamentals of Modern Statistical Methods - Wilcox, Rand R.

This book describes basic statistical principles from a point of view that makes their shortcomings intuitive and easy to understand. The emphasis is on verbal and graphical descriptions of concepts. The book includes a number of new advances and insights.

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