Graduate Course on Statistical Inference (eBook)

G. Jogesh Babu, Bing Li (Autoren)

eBook Download: EPUB

2019
Springer New York (Verlag)
978-1-4939-9761-9 (ISBN)

Infos

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.

Produkt-Details

• Erscheint lt. Verlag: 2.8.2019
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• ISBN-10: 1-4939-9761-0 / 1493997610
• ISBN-13: 978-1-4939-9761-9 / 9781493997619