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 Energy and Fuel Systems Integration by J. Hoffman-Jorgensen
Cover of the book CRC Handbook of Nuts by J. Hoffman-Jorgensen
Cover of the book Advances and Trends in Geodesy, Cartography and Geoinformatics by J. Hoffman-Jorgensen
Cover of the book Power Vacuum Tubes Handbook by J. Hoffman-Jorgensen
Cover of the book Real Estate Analysis in the Information Age by J. Hoffman-Jorgensen
Cover of the book What Works for GE May Not Work for You by J. Hoffman-Jorgensen
Cover of the book Molecular and Cellular Biophysics by J. Hoffman-Jorgensen
Cover of the book Quantum Kinematics And Dynamic by J. Hoffman-Jorgensen
Cover of the book Modeling Marine Systems by J. Hoffman-Jorgensen
Cover of the book Smart Urban Regeneration by J. Hoffman-Jorgensen
Cover of the book How to Cheat in 3ds Max 2010 by J. Hoffman-Jorgensen
Cover of the book Contemporary Issues in Human Factors and Aviation Safety by J. Hoffman-Jorgensen
Cover of the book Nanotechnology Intellectual Property Rights by J. Hoffman-Jorgensen
Cover of the book Analysis of Repeated Measures by J. Hoffman-Jorgensen
Cover of the book Smart Water Grids 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