Book
Matrix Algebra : Theory, Computations and Applications in Statistics
ISBN : 9783031421433
Author : James E. Gentle
Publisher : Springer
Year : 2024
Language : English
Type : Book
Description : Linear Algebra Front Matter Pages 17-17 Download chapter PDF Vectors and Vector Spaces James E. Gentle Pages 19-71 Basic Properties of Matrices James E. Gentle Pages 73-215 Matrix Transformations and Factorizations James E. Gentle Pages 217-258 Solution of Linear Systems James E. Gentle Pages 259-302 Evaluation of Eigenvalues and Eigenvectors James E. Gentle Pages 303-321 Real Analysis and Probability Distributions of Vectors and Matrices James E. Gentle Pages 323-364 Applications in Statistics and Data Science Front Matter Pages 363-363 Download chapter PDF Special Matrices and Operations Useful in Modeling and Data Science James E. Gentle Pages 367-435 Selected Applications in Statistics James E. Gentle Pages 437-524 Numerical Methods and Software Front Matter Pages 523-523 Download chapter PDF Numerical Methods James E. Gentle Pages 527-589 Numerical Linear Algebra James E. Gentle Pages 591-606 Software for Numerical Linear Algebra James E. Gentle Pages 607-650 Back Matter Pages 651-693
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