Hands-on matrix algebra using R : active and motivated learning with applications
著者
書誌事項
Hands-on matrix algebra using R : active and motivated learning with applications
World Scientific, c2011
- : pbk
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注記
Includes bibliographical references (p. 321-323) and index
内容説明・目次
内容説明
This is the first book of its kind which teaches matrix algebra, allowing the student to learn the material by actually working with matrix objects in modern computer environment of R. Instead of a calculator, R is a vastly more powerful free software and graphics system.The book provides a comprehensive overview of matrix theory without being bogged down in proofs or tedium. The reader can check each matrix result with numerical examples of exactly what they mean and understand their implications. The book does not shy away from advanced topics, especially the ones with practical applications.
目次
- R Preliminaries
- Elementary Geometry and Algebra Using R
- Vector Spaces
- Matrix Basics and R Software
- Determinant and Singularity
- The Rank and Trace of a Matrix
- Matrix Inverse and Solution of Linear Equations.
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