Matrix algebra : theory, computations and applications in statistics

• 作者： Gentle, James E., author.
• 其他作者：
  • SpringerLink (Online service)
• 其他題名：
  • Springer texts in statistics.
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 版本：Second edition.
• 叢書名： Springer texts in statistics,
• 主題： Matrices. , Statistics. , Statistical Theory and Methods. , Algebra. , Statistics and Computing/Statistics Programs. , Probability and Statistics in Computer Science. , Computational Mathematics and Numerical Analysis. , Numeric Computing.
• ISBN： 9783319648675 (electronic bk.) 、 9783319648668 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Part I Linear Algebra -- 1 Basic Vector/Matrix Structure and Notation -- 2 Vectors and Vector Spaces -- 3 Basic Properties of Matrices -- 4 Vector/Matrix Derivatives and Integrals -- 5 Matrix Transformations and Factorizations -- 6 Solution of Linear Systems -- 7 Evaluation of Eigenvalues and Eigenvectors -- Part II Applications in Data Analysis -- 8 Special Matrices and Operations Useful in Modeling andData Analysis -- 9 Selected Applications in Statistics -- Part III Numerical Methods and Software -- 10 Numerical Methods -- 11 Numerical Linear Algebra -- 12 Software for Numerical Linear Algebra -- Appendices and Back Matter -- Bibliography -- Index.
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