Basics of Matrix Algebra for Statistics with R

Basics of Matrix Algebra for Statistics with R


Features

    Covers basic algebraic manipulation of matrices, such as basic arithmetic, inversion, partitioning, rank, determinants, decompositions, eigenanalysis, and Hadamard and Kronecker products
    Shows how to implement the techniques in R using worked numerical examples
    Describes vector and matrix calculus, including differentiation of scalars and linear and quadratic forms
    Incorporates useful tricks, such as identifying rank 1 matrices and scalar subfactors within products
    Explains how to convert an optimization problem to an eigenanalysis by imposing a non-restrictive constraint
    Presents the derivation of key results in linear models and multivariate methods with step-by-step cross-referenced explanations
    Includes numerous theoretical and numerical exercises for self-assessment

我在我们学校图书馆的网站上找到了，但需要买。可能59刀的样子。

有R基本操作手册……

希望可以帮到你！
（该文件不是楼主所需书籍，是讲义，请谨慎下载）

zxqfancy 发表于 2016-1-24 18:32
希望可以帮到你！

麻烦你标明是网上搜索的讲义!

见这里，高清原版：

https://bbs.pinggu.org/thread-4234797-1-1.html

zxqfancy 发表于 2016-1-24 18:32
希望可以帮到你！
（该文件不是楼主所需书籍，是讲义，请谨慎下载）

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