Matrix algebra : theory, computations and applications in statistics /: theory, computations and applications in statistics. (2017)

• Record Type: Book
• Further Information: Note: James E. Gentle.
• Authors: Gentle, James E, 1943-
• Contents: 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (xxix, 648 pages), illustrations
• Subjects: 512.9/434; Statistics; Matrices; 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; Mathematics -- Algebra -- General; Computers -- Mathematical & Statistical Software; Mathematics -- Counting & Numeration; Computers -- Programming -- Algorithms; Algebra; Mathematical & statistical software; Maths for computer scientists; Numerical analysis; Mathematical theory of computation; Mathematical statistics; Algebra; Computer science; Computer science_xMathematics; Electronic data processing; Mathematics -- Probability & Statistics -- General; Probability & statistics; Electronic books
• Languages: English
• ISBNs: 9783319648675; 3319648675; 3319648667; 9783319648668
• Related ISBNs: 9783319648668
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed October 23, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.