Stochastic Limit Theory 2024 pdf epub mobi 电子书


Stochastic Limit Theory

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发表于2024-12-24

Stochastic Limit Theory 2024 pdf epub mobi 电子书

Stochastic Limit Theory 2024 pdf epub mobi 电子书

Stochastic Limit Theory 2024 pdf epub mobi 电子书



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出版者:Oxford University Press, USA
作者:James Davidson
出品人:
页数:568
译者:
出版时间:1994-12-8
价格:USD 85.00
装帧:Paperback
isbn号码:9780198774037
丛书系列:

图书标签: 数学  统计学  Statistics  Probability   


Stochastic Limit Theory 2024 pdf epub mobi 电子书 图书描述

This is a survey of the recent developments in the rapidly expanding field of asymptotic distribution theory, with a special emphasis on the problems of time dependence and heterogeneity. The book is designed to be useful on two levels. First as a textbook and reference work, giving definitions of the relevant mathematical concepts, statements, and proofs of the important results from the probability literature, and numerous examples; and second, as an account of recent work in the field of particular interest to econometricians, including a number of important new results. It is virtually self-contained, with all but the most basic technical prerequisites being explained in their context; mathematical topics include measure theory, integration, metric spaces, and topology, with applications to random variables, and an extended treatment of conditional probability. Other subjects treated include: stochastic processes, mixing processes, martingales, mixingales, and near-epoch dependence; the weak and strong laws of large numbers; weak convergence; and central limit theorems for nonstationary and dependent processes. The functional central limit theorem and its ramifications are covered in detail, including an account of the theoretical underpinnings (the weak convergence of measures on metric spaces), Brownian motion, the multivariate invariance principle, and convergence to stochastic integrals. This material is of special relevance to the theory of cointegration.

Stochastic Limit Theory 2024 pdf epub mobi 电子书

Stochastic Limit Theory 2024 pdf epub mobi 电子书
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