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关键词:
Elements of Distribution Theory
书目信息
ISBN:
9780521844727(13位)
中图分类号:
O1
杜威分类号:
中文译名:
分布理论原理
作者:
Thomas A. Severini
编者:
语种:
English
出版信息
出版社:
Cambridge University Press
出版地:
出版年:
2005
版本:
版本类型:
原版
丛书题名:
Cambridge Series in Statistical and Probabilistic Mathematics, 17
卷期:
文献信息
关键词:
Mathematics
前言:
摘要:
内容简介:
This detailed introduction uses no measure theory, making it suitable for students in statistics and econometrics and for researchers who use statistical methods. Topics range from the basic distribution and density functions, expectation, conditioning, characteristic functions, cumulants, convergence, and the central limit theorem to exchangeability, orthogonal polynomials, and saddlepoint approximations.
目次:
1. Properties of probability distributions; 2. Conditional distributions and expectation; 3. Characteristic functions; 4. Moments and cumulants; 5. Parametric families of distributions; 6. Stochastic processes; 7. Distribution theory for functions of random variables; 8. Normal distribution theory; 9. Approximation of integrals; 10. Orthogonal polynomials; 11. Approximation of probability distributions; 12. Central limit theorems; 13. Approximation to the distributions of more general statistics; 14. Higher-order asymptotic approximations.
附录:
10 tables 354 exercises
全文链接:
读者对象:
undergraduate students, graduate students, professionals
实体信息
页码:
528
装帧:
Hardback
尺寸:
其它形态细节:
其它信息
原价:
USD
65.0000
原版ISBN:
其它ISBN:
图书特色:
书评:
扩展信息
Isbn:
052184472X
issue:
2006JC02
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