Probability With a View Towards Statistics, Volume II

Nonfiction, Science & Nature, Mathematics, Probability, Statistics
Cover of the book Probability With a View Towards Statistics, Volume II by J. Hoffman-Jorgensen, CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: J. Hoffman-Jorgensen ISBN: 9781351421546
Publisher: CRC Press Publication: November 22, 2017
Imprint: Routledge Language: English
Author: J. Hoffman-Jorgensen
ISBN: 9781351421546
Publisher: CRC Press
Publication: November 22, 2017
Imprint: Routledge
Language: English

Volume II of this two-volume text and reference work concentrates on the applications of probability theory to statistics, e.g., the art of calculating densities of complicated transformations of random vectors, exponential models, consistency of maximum estimators, and asymptotic normality of maximum estimators. It also discusses topics of a pure probabilistic nature, such as stochastic processes, regular conditional probabilities, strong Markov chains, random walks, and optimal stopping strategies in random games. Unusual topics include the transformation theory of densities using Hausdorff measures, the consistency theory using the upper definition function, and the asymptotic normality of maximum estimators using twice stochastic differentiability. With an emphasis on applications to statistics, this is a continuation of the first volume, though it may be used independently of that book. Assuming a knowledge of linear algebra and analysis, as well as a course in modern probability, Volume II looks at statistics from a probabilistic point of view, touching only slightly on the practical computation aspects.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Volume II of this two-volume text and reference work concentrates on the applications of probability theory to statistics, e.g., the art of calculating densities of complicated transformations of random vectors, exponential models, consistency of maximum estimators, and asymptotic normality of maximum estimators. It also discusses topics of a pure probabilistic nature, such as stochastic processes, regular conditional probabilities, strong Markov chains, random walks, and optimal stopping strategies in random games. Unusual topics include the transformation theory of densities using Hausdorff measures, the consistency theory using the upper definition function, and the asymptotic normality of maximum estimators using twice stochastic differentiability. With an emphasis on applications to statistics, this is a continuation of the first volume, though it may be used independently of that book. Assuming a knowledge of linear algebra and analysis, as well as a course in modern probability, Volume II looks at statistics from a probabilistic point of view, touching only slightly on the practical computation aspects.

More books from CRC Press

Cover of the book Physical Methods for Materials Characterisation by J. Hoffman-Jorgensen
Cover of the book Optical, Acoustic, Magnetic, and Mechanical Sensor Technologies by J. Hoffman-Jorgensen
Cover of the book Advanced Electrical Installation Work 2365 Edition by J. Hoffman-Jorgensen
Cover of the book Fundamentals of Protein Biotechnology by J. Hoffman-Jorgensen
Cover of the book Speed, Data, and Ecosystems by J. Hoffman-Jorgensen
Cover of the book Software Methodologies by J. Hoffman-Jorgensen
Cover of the book Craniomandibular Muscles by J. Hoffman-Jorgensen
Cover of the book Numerical Solutions for Partial Differential Equations by J. Hoffman-Jorgensen
Cover of the book Radiation Heat Transfer, Augmented Edition by J. Hoffman-Jorgensen
Cover of the book Management, Quality and Economics in Building by J. Hoffman-Jorgensen
Cover of the book Medical Physics and Biomedical Engineering by J. Hoffman-Jorgensen
Cover of the book Fundamentals of Optomechanics by J. Hoffman-Jorgensen
Cover of the book Integrated Stormwater Management by J. Hoffman-Jorgensen
Cover of the book Waterborne Diseases in the US by J. Hoffman-Jorgensen
Cover of the book Advanced Heat Transfer by J. Hoffman-Jorgensen
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy