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Linear Algebra and Linear Models, 2nd Edition (Universitext)

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Linear Algebra and Linear Models, 2nd Edition (Universitext) Cover

 

Synopses & Reviews

Publisher Comments:

The main purpose of Linear Algebra and Linear Models is to provide a rigorous introduction to the basic aspects of the theory of linear estimation and hypothesis testing. The necessary prerequisites in matrices, multivariate normal distribution and distributions of quadratic forms are developed along the way. The book is aimed at advanced undergraduate and first-year graduate masters students taking courses in linear algebra, linear models, multivariate analysis, and design of experiments. It should also be of use to research mathematicians and statisticians as a source of standard results and problems.

Synopsis:

This book presents the linear algebra that is needed for statistical applications by providing a rigorous introduction to the basic aspects of the theory of linear estimation and hypothesis testing. All of the necessary pre-requisites are developed along the way. The book will be invaluable to research mathematicians and statisticians as a source of standard results and problems.

Synopsis:

This book provides a rigorous introduction to the basic aspects of the theory of linear estimation and hypothesis testing, covering the necessary prerequisites in matrices, multivariate normal distribution and distributions of quadratic forms along the way. It will appeal to advanced undergraduate and first-year graduate students, research mathematicians and statisticians.

Table of Contents

Vector Spaces and Matrices.- Linear Estimation.- Tests of Linear Hypotheses.- Singular Values and Their Applications.- Block Designs and Optimality.- Rank Additivity.

Product Details

ISBN:
9780387988719
Author:
Bapat, R. B.
Publisher:
Springer
Location:
New York
Subject:
Statistics
Subject:
Algebra - Linear
Subject:
Algebras, linear
Subject:
Linear models (statistics)
Subject:
Linear models.
Subject:
Probability & Statistics - General
Subject:
design of experiments
Subject:
Linear Algebra
Subject:
Multivariate analysis
Subject:
Linear and Multilinear Algebras, Matrix Theory
Subject:
Statistics/General
Subject:
Mathematics-Linear Algebra
Copyright:
Edition Number:
2
Edition Description:
2nd ed.
Series:
Universitext
Series Volume:
no. 235
Publication Date:
20000330
Binding:
HARDCOVER
Language:
English
Pages:
148
Dimensions:
235 x 155 mm 870 gr

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Related Subjects

Science and Mathematics » Mathematics » Algebra » Linear Algebra
Science and Mathematics » Mathematics » Probability and Statistics » General
Science and Mathematics » Mathematics » Probability and Statistics » Statistics

Linear Algebra and Linear Models, 2nd Edition (Universitext) New Hardcover
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Product details 148 pages Springer - English 9780387988719 Reviews:
"Synopsis" by , This book presents the linear algebra that is needed for statistical applications by providing a rigorous introduction to the basic aspects of the theory of linear estimation and hypothesis testing. All of the necessary pre-requisites are developed along the way. The book will be invaluable to research mathematicians and statisticians as a source of standard results and problems.
"Synopsis" by , This book provides a rigorous introduction to the basic aspects of the theory of linear estimation and hypothesis testing, covering the necessary prerequisites in matrices, multivariate normal distribution and distributions of quadratic forms along the way. It will appeal to advanced undergraduate and first-year graduate students, research mathematicians and statisticians.
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