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Lectures in Mathematical Statistics, Part 1 & 2 - Lin'kov, Yu N.

Covers sampling theory (from one-dimensional and multidimensional distributions), asymptotic properties of sampling, parameter estimation, sufficient statistics, and statistical estimates. This book also covers hypothesis testing and includes the discussion of families of statistical hypotheses that can be asymptotically distinguished.

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