Ebook Info
- Published: 2015
- Number of pages: 576 pages
- Format: PDF
- File Size: 4.35 MB
- Authors: Peter J. Bickel
Description
Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition presents fundamental, classical statistical concepts at the doctorate level. It covers estimation, prediction, testing, confidence sets, Bayesian analysis, and the general approach of decision theory. This edition gives careful proofs of major results and explains how the theory sheds light on the properties of practical methods. The book first discusses non- and semiparametric models before covering parameters and parametric models. It then offers a detailed treatment of maximum likelihood estimates (MLEs) and examines the theory of testing and confidence regions, including optimality theory for estimation and elementary robustness considerations. It next presents basic asymptotic approximations with one-dimensional parameter models as examples. The book also describes inference in multivariate (multiparameter) models, exploring asymptotic normality and optimality of MLEs, Wald and Rao statistics, generalized linear models, and more.Mathematical Statistics: Basic Ideas and Selected Topics, Volume II will be published in 2015. It will present important statistical concepts, methods, and tools not covered in Volume I.
User’s Reviews
Reviews from Amazon users which were colected at the time this book was published on the website:
⭐I used this book for a reading course I took. It was taught by Dr. Dabrowska who was a doctoral student of Dr. Doskum in 1980s.We covered chapter 1, 2, 3 and part of 5. The book is for PhD-student so it is not easy.But many ideas and theorems are given in a high-level of view. For example, exponential families are excellently-treated in section 1.6, 2.3 and 3.4 (later in 6.5).A must for all students in stats/biostatistics.
⭐Binding is terrible. Content is even worse.
Keywords
Free Download Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition (Chapman & Hall/CRC Texts in Statistical Science Book 117) 2nd Edition in PDF format
Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition (Chapman & Hall/CRC Texts in Statistical Science Book 117) 2nd Edition PDF Free Download
Download Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition (Chapman & Hall/CRC Texts in Statistical Science Book 117) 2nd Edition 2015 PDF Free
Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition (Chapman & Hall/CRC Texts in Statistical Science Book 117) 2nd Edition 2015 PDF Free Download
Download Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition (Chapman & Hall/CRC Texts in Statistical Science Book 117) 2nd Edition PDF
Free Download Ebook Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition (Chapman & Hall/CRC Texts in Statistical Science Book 117) 2nd Edition
