This book builds theoretical statistics from the first principles
of probability theory. Starting from the basics of probability, the
authors develop the theory of statistical inference using
techniques, definitions, and concepts that are statistical and are
natural extensions and consequences of previous concepts. Intended
for first-year graduate students, this book can be used for
students majoring in statistics who have a solid mathematics
background. It can also be used in a way that stresses the more
practical uses of statistical theory, being more concerned with
understanding basic statistical concepts and deriving reasonable
statistical procedures for a variety of situations, and less
concerned with formal optimality investigations.
General
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