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Cookie akzeptierenG. Jogesh Babu / Bing Li
A Graduate Course on Statistical Inference
- Springer New York
- 2019
- Gebunden
- 392 Seiten
- ISBN 9781493997596
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
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