w https://en.wikipedia.org/wiki/Taylor_series…

此课程(MOOCULUS-2 "Sequences and Series")由Ohio State University于2014年在Coursera平台讲授. PDF格式教材下载 Sequences and Series 本系列学习笔记PDF下载(Academia.edu) MOOCULUS-2 Solution Summary Given a function $f$, the series $$\sum_{n=0}^\infty {f^{(n)}(0)\over n!}x^n$$…

When a golf player is first learning to play golf, they usually spend most of their time developing a basic swing. Only gradually do they develop other shots, learning to chip, draw and fade the ball, building on and modifying their basic swing. In a…

The Hundred Greatest Theorems The millenium seemed to spur a lot of people to compile "Top 100" or "Best 100" lists of many things, including movies (by the American Film Institute) and books (by the Modern Library). Mathematicians wer…

目录:Matrix Differential Calculus with Applications in Statistics and Econometrics,3rd_[Magnus2019] Title -16 Contents -14 Preface -6 Part One - Matrices 1 1 Basic properties of vectors and matrices 3 1.1 Introduction 3 1.2 Sets 3 1.3 Matrices: additio…

Source: wiki: Parseval's theorem As for signal processing, the power within certain frequency band = the sum of (power spectrum at all frequencies within the frequency band)^2.…

平时有关线性递推的题,很多都可以利用矩阵乘法来解决. 时间复杂度一般是O(K3logn)因此对矩阵的规模限制比较大. 下面介绍一种利用利用Cayley-Hamilton theorem加速矩阵乘法的方法. Cayley-Hamilton theorem: 记矩阵A的特征多项式为f(x). 则有f(A)=0. 证明可以看 维基百科 https://en.wikipedia.org/wiki/Cayley–Hamilton_theorem#A_direct_algebraic_proof 另外我在高…

下图,单独打开查看 当n->inf时如果 Rn(c)趋0, c属于(a,x), 那么在区间(a,x) 内函数在a点生成的taylor级数收敛到函数f.…

The Representer Theorem, 表示定理. 给定: 非空样本空间: \(\chi\) \(m\)个样本:\(\{(x_1, y_1), \dots, (x_m, y_m)\}, x_i in \chi, y_i \in R\) 非负的损失函数: \(J:(\chi \times R^2)^m \to R^+\). 这个符号表示初看挺别扭的, 从wikipedia上抄来的. 含义是\(J\)有\(m \times 3\)个参数, 3代表: 样本\(x_i\) (一个\(\chi\…

Stat2.2x Probability(概率)课程由加州大学伯克利分校(University of California, Berkeley)于2014年在edX平台讲授. PDF笔记下载(Academia.edu) Summary Standard Error The standard error of a random variable $X$ is defined by $$SE(X)=\sqrt{E((X-E(X))^2)}$$ $SE$ measures the rough size…