An account of point estimation in Euclidean sample space, this text covers numerous applications to exponential and group families and offers a systematic discussion of the rich body of statistical problems relevant to these subjects. Together with the authors' "Testing Statistical Hypotheses", this text is designed for graduate-level courses in the theory and applications of mathematical statistics.