Linear algebra and matrix analysis for statistics /
نام عام مواد
[Book]
نام نخستين پديدآور
Sudipto Banerjee, professor of biostatistics, School of Public Health, University of Minnesota, U.S.A., Anindya Roy, professor of statistics, Department of Mathematics and Statistics, University of Maryland, Baltimore County, U.S.A
مشخصات ظاهری
نام خاص و کميت اثر
xvii, 565 pages ;
ابعاد
25 cm
فروست
عنوان فروست
Chapman & Hall/CRC texts in statistical science series
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
"Linear algebra and the study of matrix algorithms have become fundamental to the development of statistical models. Using a vector-space approach, this book provides an understanding of the major concepts that underlie linear algebra and matrix analysis. Each chapter introduces a key topic, such as infinite-dimensional spaces, and provides illustrative examples. The authors examine recent developments in diverse fields such as spatial statistics, machine learning, data mining, and social network analysis. Complete in its coverage and accessible to students without prior knowledge of linear algebra, the text also includes results that are useful for traditional statistical applications."--
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Algebras, Linear
موضوع مستند نشده
Mathematical statistics
موضوع مستند نشده
Matrices
رده بندی ديویی
شماره
512/
.
5
ويراست
23
رده بندی کنگره
شماره رده
QA184
.
2
نشانه اثر
.
B36
2014
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )