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This textbook presents the concepts and results underlying the Bayesian, frequentist, and Fisherian approaches to statistical inference.Written for advanced undergraduates and graduate students in mathematics and related disciplines, this book explains the main approaches to statistical inference, with particular emphasis on the contrasts between them. It is the first textbook to synthesize contemporary material on computational topics with basic mathematical theory. Each chapter includes instructive problems.