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portada applied matrix algebra in the statistical sciences
applied matrix algebra in the statistical sciencesapplied matrix algebra in the statistical sciences
Type
Physical Book
Year
2005
Language
English
Pages
389
Format
Paperback
Dimensions
21.5x14x2.1 cm
Weight
0.41 kg.
ISBN13
9780486445380

applied matrix algebra in the statistical sciences

Alexander Basilevsky (Author) · Dover Publications · Paperback

applied matrix algebra in the statistical sciences - Basilevsky, Alexander

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Synopsis "applied matrix algebra in the statistical sciences"

This comprehensive text covers both applied and theoretical branches of matrix algebra in the statistical sciences. It also provides a bridge between linear algebra and statistical models. Appropriate for advanced undergraduate and graduate students, the self-contained treatment also constitutes a handy reference for researchers. The only mathematical background necessary is a sound knowledge of high school mathematics and a first course in statistics.Consisting of two interrelated parts, this volume begins with the basic structure of vectors and vector spaces. The latter part emphasizes the diverse properties of matrices and their associated linear transformations--and how these, in turn, depend upon results derived from linear vector spaces. An overview of introductory concepts leads to more advanced topics such as latent roots and vectors, generalized inverses, and nonnegative matrices. Each chapter concludes with a section on real-world statistical applications, plus exercises that offer concrete examples of the applications of matrix algebra.

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