Probability With a View Towards Statistics Volume II is popular PDF and ePub book, written by J. Hoffman-Jorgensen in 2017-11-22, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Probability With a View Towards Statistics Volume II can be Read Online from any device for your convenience.
Probability With a View Towards Statistics Volume II Book PDF Summary
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.
Detail Book of Probability With a View Towards Statistics Volume II PDF
- Author : J. Hoffman-Jorgensen
- Release : 22 November 2017
- Publisher : Routledge
- ISBN : 9781351421546
- Genre : Mathematics
- Total Page : 432 pages
- Language : English
- PDF File Size : 15,9 Mb
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