Theoretical Statistics
Download Theoretical Statistics full books in PDF, epub, and Kindle. Read online free Theoretical Statistics ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads.
Author |
: Robert W. Keener |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 543 |
Release |
: 2010-09-08 |
ISBN-10 |
: 9780387938394 |
ISBN-13 |
: 0387938397 |
Rating |
: 4/5 (94 Downloads) |
Synopsis Theoretical Statistics by : Robert W. Keener
Intended as the text for a sequence of advanced courses, this book covers major topics in theoretical statistics in a concise and rigorous fashion. The discussion assumes a background in advanced calculus, linear algebra, probability, and some analysis and topology. Measure theory is used, but the notation and basic results needed are presented in an initial chapter on probability, so prior knowledge of these topics is not essential. The presentation is designed to expose students to as many of the central ideas and topics in the discipline as possible, balancing various approaches to inference as well as exact, numerical, and large sample methods. Moving beyond more standard material, the book includes chapters introducing bootstrap methods, nonparametric regression, equivariant estimation, empirical Bayes, and sequential design and analysis. The book has a rich collection of exercises. Several of them illustrate how the theory developed in the book may be used in various applications. Solutions to many of the exercises are included in an appendix.
Author |
: D.R. Cox |
Publisher |
: CRC Press |
Total Pages |
: 1060 |
Release |
: 1979-09-06 |
ISBN-10 |
: 0412161605 |
ISBN-13 |
: 9780412161605 |
Rating |
: 4/5 (05 Downloads) |
Synopsis Theoretical Statistics by : D.R. Cox
A text that stresses the general concepts of the theory of statistics Theoretical Statistics provides a systematic statement of the theory of statistics, emphasizing general concepts rather than mathematical rigor. Chapters 1 through 3 provide an overview of statistics and discuss some of the basic philosophical ideas and problems behind statistical procedures. Chapters 4 and 5 cover hypothesis testing with simple and null hypotheses, respectively. Subsequent chapters discuss non-parametrics, interval estimation, point estimation, asymptotics, Bayesian procedure, and deviation theory. Student familiarity with standard statistical techniques is assumed.
Author |
: Mark J. Schervish |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 732 |
Release |
: 2012-12-06 |
ISBN-10 |
: 9781461242505 |
ISBN-13 |
: 1461242509 |
Rating |
: 4/5 (05 Downloads) |
Synopsis Theory of Statistics by : Mark J. Schervish
The aim of this graduate textbook is to provide a comprehensive advanced course in the theory of statistics covering those topics in estimation, testing, and large sample theory which a graduate student might typically need to learn as preparation for work on a Ph.D. An important strength of this book is that it provides a mathematically rigorous and even-handed account of both Classical and Bayesian inference in order to give readers a broad perspective. For example, the "uniformly most powerful" approach to testing is contrasted with available decision-theoretic approaches.
Author |
: D.R. Cox |
Publisher |
: CRC Press |
Total Pages |
: 525 |
Release |
: 1979-09-06 |
ISBN-10 |
: 9781482214925 |
ISBN-13 |
: 148221492X |
Rating |
: 4/5 (25 Downloads) |
Synopsis Theoretical Statistics by : D.R. Cox
A text that stresses the general concepts of the theory of statistics Theoretical Statistics provides a systematic statement of the theory of statistics, emphasizing general concepts rather than mathematical rigor. Chapters 1 through 3 provide an overview of statistics and discuss some of the basic philosophical ideas and problems behind statistica
Author |
: Dénes Petz |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 221 |
Release |
: 2007-10-20 |
ISBN-10 |
: 9783540746362 |
ISBN-13 |
: 3540746366 |
Rating |
: 4/5 (62 Downloads) |
Synopsis Quantum Information Theory and Quantum Statistics by : Dénes Petz
This concise and readable book addresses primarily readers with a background in classical statistical physics and introduces quantum mechanical notions as required. Conceived as a primer to bridge the gap between statistical physics and quantum information, it emphasizes concepts and thorough discussions of the fundamental notions and prepares the reader for deeper studies, not least through a selection of well chosen exercises.
Author |
: Tailen Hsing |
Publisher |
: John Wiley & Sons |
Total Pages |
: 363 |
Release |
: 2015-05-06 |
ISBN-10 |
: 9780470016916 |
ISBN-13 |
: 0470016914 |
Rating |
: 4/5 (16 Downloads) |
Synopsis Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators by : Tailen Hsing
Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators provides a uniquely broad compendium of the key mathematical concepts and results that are relevant for the theoretical development of functional data analysis (FDA). The self–contained treatment of selected topics of functional analysis and operator theory includes reproducing kernel Hilbert spaces, singular value decomposition of compact operators on Hilbert spaces and perturbation theory for both self–adjoint and non self–adjoint operators. The probabilistic foundation for FDA is described from the perspective of random elements in Hilbert spaces as well as from the viewpoint of continuous time stochastic processes. Nonparametric estimation approaches including kernel and regularized smoothing are also introduced. These tools are then used to investigate the properties of estimators for the mean element, covariance operators, principal components, regression function and canonical correlations. A general treatment of canonical correlations in Hilbert spaces naturally leads to FDA formulations of factor analysis, regression, MANOVA and discriminant analysis. This book will provide a valuable reference for statisticians and other researchers interested in developing or understanding the mathematical aspects of FDA. It is also suitable for a graduate level special topics course.
Author |
: Anirban DasGupta |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 726 |
Release |
: 2008-03-07 |
ISBN-10 |
: 9780387759708 |
ISBN-13 |
: 0387759700 |
Rating |
: 4/5 (08 Downloads) |
Synopsis Asymptotic Theory of Statistics and Probability by : Anirban DasGupta
This unique book delivers an encyclopedic treatment of classic as well as contemporary large sample theory, dealing with both statistical problems and probabilistic issues and tools. The book is unique in its detailed coverage of fundamental topics. It is written in an extremely lucid style, with an emphasis on the conceptual discussion of the importance of a problem and the impact and relevance of the theorems. There is no other book in large sample theory that matches this book in coverage, exercises and examples, bibliography, and lucid conceptual discussion of issues and theorems.
Author |
: Giorgio Alleva |
Publisher |
: Springer |
Total Pages |
: 0 |
Release |
: 2016-05-20 |
ISBN-10 |
: 3319272721 |
ISBN-13 |
: 9783319272726 |
Rating |
: 4/5 (21 Downloads) |
Synopsis Topics in Theoretical and Applied Statistics by : Giorgio Alleva
This book highlights the latest research findings from the 46th International Meeting of the Italian Statistical Society (SIS) in Rome, during which both methodological and applied statistical research was discussed. This selection of fully peer-reviewed papers, originally presented at the meeting, addresses a broad range of topics, including the theory of statistical inference; data mining and multivariate statistical analysis; survey methodologies; analysis of social, demographic and health data; and economic statistics and econometrics.
Author |
: Roman Vershynin |
Publisher |
: Cambridge University Press |
Total Pages |
: 299 |
Release |
: 2018-09-27 |
ISBN-10 |
: 9781108415194 |
ISBN-13 |
: 1108415199 |
Rating |
: 4/5 (94 Downloads) |
Synopsis High-Dimensional Probability by : Roman Vershynin
An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.
Author |
: Robb J. Muirhead |
Publisher |
: John Wiley & Sons |
Total Pages |
: 706 |
Release |
: 2009-09-25 |
ISBN-10 |
: 9780470316702 |
ISBN-13 |
: 0470316705 |
Rating |
: 4/5 (02 Downloads) |
Synopsis Aspects of Multivariate Statistical Theory by : Robb J. Muirhead
The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. ". . . the wealth of material on statistics concerning the multivariate normal distribution is quite exceptional. As such it is a very useful source of information for the general statistician and a must for anyone wanting to penetrate deeper into the multivariate field." -Mededelingen van het Wiskundig Genootschap "This book is a comprehensive and clearly written text on multivariate analysis from a theoretical point of view." -The Statistician Aspects of Multivariate Statistical Theory presents a classical mathematical treatment of the techniques, distributions, and inferences based on multivariate normal distribution. Noncentral distribution theory, decision theoretic estimation of the parameters of a multivariate normal distribution, and the uses of spherical and elliptical distributions in multivariate analysis are introduced. Advances in multivariate analysis are discussed, including decision theory and robustness. The book also includes tables of percentage points of many of the standard likelihood statistics used in multivariate statistical procedures. This definitive resource provides in-depth discussion of the multivariate field and serves admirably as both a textbook and reference.