This textbook provides a broad and solid introduction to mathematical statistics, including the classical subjects hypothesis testing, normal regression analysis, and normal analysis of variance. In addition, non-parametric statistics and vectorial statistics are considered, as well as applications of stochastic analysis in modern statistics, e.g., Kolmogorov-Smirnov testing, smoothing techniques, robustness and density estimation.
- For students with some elementary mathematical background.
- With many exercises.
- Prerequisites from measure theory and linear algebra are presented.
关于作者
Wiebe R. Pestman, University of Utrecht, The Netherlands.
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语言 英语 ● 格式 PDF ● 网页 606 ● ISBN 9783110208535 ● 文件大小 10.0 MB ● 出版者 De Gruyter ● 市 Berlin/Boston ● 发布时间 2009 ● 版 2 ● 下载 24 个月 ● 货币 EUR ● ID 6292101 ● 复制保护 Adobe DRM
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