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A Graduate Course on Statistical Inference

A Graduate Course on Statistical Inference

Bing Li / G. Jogesh Babu

168,97 €
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Editorial:
Springer Nature B.V.
Año de edición:
2019
Materia
Probabilidad y estadística
ISBN:
9781493997596

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Sobre IBD

This textbook offers an accessible and comprehensive overview of statistical estimation and inference that reflects current trends in statistical research. It draws from three main themes throughout: the finite-sample theory, the asymptotic theory, and Bayesian statistics. The authors have included a chapter on estimating equations as a means to unify a range of useful methodologies, including generalized linear models, generalized estimation equations, quasi-likelihood estimation, and conditional inference. They also utilize a standardized set of assumptions and tools throughout, imposing regular conditions and resulting in a more coherent and cohesive volume. Written for the graduate-level audience, this text can be used in a one-semester or two-semester course.

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  • A Graduate Course on Statistical Inference
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    This textbook offers an accessible and comprehensive overview of statistical estimation and inference that reflects current trends in statistical research. It draws from three main themes throughout: the finite-sample theory, the asymptotic theory, and Bayesian statistics. The authors have included a chapter on estimating equations as a means to unify a range of useful methodo...
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