Introduction
What this guide covers
A deep analytical dive into applied linear algebra and formal modeling of simultaneous random variables. An advanced level text for researchers and data scientists.
Overview
Topics covered
- Introduction
- Matrix Algebra and Multivariate Data
- Introduction to Multivariate Analysis and Multivariate Data
- The Formal Structure of the Data Matrix
- Geometry of Multivariate Space: Dual Representation
- Multivariate Sample Statistics and the Centering Operator
Related concepts
Main connections
Compatible notation
Mathematical sample in LaTeX
The expression is rendered accessibly, with its LaTeX source preserved below.
View LaTeX source
\mathbf{X} = \begin{pmatrix}
x_{11} & x_{12} & \cdots & x_{1p} \\
x_{21} & x_{22} & \cdots & x_{2p} \\
\vdots & \vdots & \ddots & \vdots \\
x_{n1} & x_{n2} & \cdots & x_{np}
\end{pmatrix}