Science/Engineering Expansions and Asymptotics for Statistics (1584885904)

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Christopher G. Small, "Expansions and Asymptotics for Statistics"

Asymptotic methods provide important tools for approximating and analysing functions that arise in probability and statistics. Moreover, the conclusions of asymptotic analysis often supplement the conclusions obtained by numerical methods. Providing a broad toolkit of analytical methods, Expansions and Asymptotics for Statistics shows how asymptotics, when coupled with numerical methods, becomes a powerful way to acquire a deeper understanding of the techniques used in probability and statistics.

The book first discusses the role of expansions and asymptotics in statistics, the basic properties of power series and asymptotic series, and the study of rational approximations to functions. With a focus on asymptotic normality and asymptotic efficiency of standard estimators, it covers various applications, such as the use of the delta method for bias reduction, variance stabilisation, and the construction of normalising transformations, as well as the standard theory derived from the work of R.A. Fisher, H. Cramér, L. Le Cam, and others. The book then examines the close connection between saddle-point approximation and the Laplace method. The final chapter explores series convergence and the acceleration of that convergence.

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	Science/Engineering Algebraic Statistics: Computational Commutative Algebra in Statistics (Monographs on Statistics and Applied Probability) (ReUp) Giovanni Pistone, Eva Riccomagno, Henry P. Wynn, "Algebraic Statistics: Computational Commutative Algebra in Statistics (Monographs on Statistics and Applied Probability)" Chapman & Hall/CRC 2000 \| ISBN-10: 1584882042 \| 184 Pages \| PDF ...
	Science/Engineering Asymptotics, Nonparametrics, and Time Series (Statistics: a Series of Textbooks and Monogrphs) Subir Ghosh, "Asymptotics, Nonparametrics, and Time Series (Statistics: a Series of Textbooks and Monogrphs)" CRC 1999 \| ISBN-10: 0824700511 \| 854 Pages \| Djvu \| 21,1 MB "Contains over 2500 equations and exhaustively covers not only nonpar ...
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