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Titlebook: Linear Models; Least Squares and Al Calyampudi Radhakrishna Rao,Helge Toutenburg Textbook 19951st edition Springer Science+Business Media N

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发表于 2025-3-21 17:30:02 | 显示全部楼层 |阅读模式
书目名称Linear Models
副标题Least Squares and Al
编辑Calyampudi Radhakrishna Rao,Helge Toutenburg
视频video
概述This book is an essential text for graduate statsitics courses and courses where linear models play a part.
丛书名称Springer Series in Statistics
图书封面Titlebook: Linear Models; Least Squares and Al Calyampudi Radhakrishna Rao,Helge Toutenburg Textbook 19951st edition Springer Science+Business Media N
描述The book is based on both authors‘ several years of experience in teaching linear models at various levels. It gives an up-to-date account of the theory and applications of linear models. The book can be used as a text for courses in statistics at the graduate level and as an accompanying text for courses in other areas. Some of the highlights in this book are as follows. A relatively extensive chapter on matrix theory (Appendix A) provides the necessary tools for proving theorems discussed in the text and offers a selection of classical and modern algebraic results that are useful in research work in econometrics, engineering, and optimization theory. The matrix theory of the last ten years has produced a series of fundamental results about the definiteness of matrices, especially for the differences of matrices, which enable superiority comparisons of two biased estimates to be made for the first time. We have attempted to provide a unified theory of inference from linear models with minimal assumptions. Besides the usual least-squares theory, alternative methods of estimation and testing based on convex loss func­ tions and general estimating equations are discussed. Special emp
出版日期Textbook 19951st edition
关键词Linear Models; Logit; Matrix; Rang; Scala; algebra; equation; form; linear regression; matrices; minimum; model
版次1
doihttps://doi.org/10.1007/978-1-4899-0024-1
isbn_ebook978-1-4899-0024-1Series ISSN 0172-7397 Series E-ISSN 2197-568X
issn_series 0172-7397
copyrightSpringer Science+Business Media New York 1995
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发表于 2025-3-21 23:03:02 | 显示全部楼层
Calyampudi Radhakrishna Rao,Helge Toutenburgaging modalities. Thus, besides developing further technological advancements for each single modality, a complementary strategy has been proposed, i.e., fusing information obtained from different imaging modalities in order to overcome the limitations of individual modalities [3, 8, 30, 31, 34, 39,
发表于 2025-3-22 01:43:00 | 显示全部楼层
Calyampudi Radhakrishna Rao,Helge Toutenburgoperative ultrasound brain imaging, standardizing its use and exploring new techniques, leading in some way toward compensating the lack of specific training in the application of ultrasound among the neurosurgical community. IOUS is a sensitive tool that can improve surgical precision and help to r
发表于 2025-3-22 06:29:23 | 显示全部楼层
Calyampudi Radhakrishna Rao,Helge Toutenburgoperative ultrasound brain imaging, standardizing its use and exploring new techniques, leading in some way toward compensating the lack of specific training in the application of ultrasound among the neurosurgical community. IOUS is a sensitive tool that can improve surgical precision and help to r
发表于 2025-3-22 10:50:11 | 显示全部楼层
Calyampudi Radhakrishna Rao,Helge Toutenburgoperative ultrasound brain imaging, standardizing its use and exploring new techniques, leading in some way toward compensating the lack of specific training in the application of ultrasound among the neurosurgical community. IOUS is a sensitive tool that can improve surgical precision and help to r
发表于 2025-3-22 15:50:58 | 显示全部楼层
Calyampudi Radhakrishna Rao,Helge Toutenburgdependent from operator’s skill. Because of these reasons, research is now focused on some new applications such as perfusion quantification with dedicated software and multimodal imaging in order to allow a more objective approach and to highlight the most relevant properties of different imaging m
发表于 2025-3-22 18:55:54 | 显示全部楼层
Textbook 19951st editionr the first time. We have attempted to provide a unified theory of inference from linear models with minimal assumptions. Besides the usual least-squares theory, alternative methods of estimation and testing based on convex loss func­ tions and general estimating equations are discussed. Special emp
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发表于 2025-3-23 09:09:52 | 显示全部楼层
Calyampudi Radhakrishna Rao,Helge Toutenburgutaneous thermal ablation [7, 28, 32, 54], medical fields for which imaging plays a crucial role. The optimal visualization of patient’s anatomy, treatment target, and devices used is of paramount importance for achieving the best clinical results. Over the last several years, the technological adva
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