Introduction
What this guide covers
An integral and mathematically rigorous treatise on the theory of differential operators and multivariate integrals, density analysis on varieties, stochastic quadratic forms, Fisher-Rao metrics and the geometric foundations of asymptotic theory.
Overview
Topics covered
- Introduction
- Vector Calculus in Probability and Statistics
- Fundamentals and Differential Operators in
- Taylor Multivariable Development with Quadratic Form
- Random Vectors and Multivariable Transformations
- Polar and Hyperbolic Coordinates in Probability
Related concepts
Main connections
Compatible notation
Mathematical sample in LaTeX
The expression is rendered accessibly, with its LaTeX source preserved below.
View LaTeX source
\nabla \equiv \left( \frac{\partial}{\partial x_1}, \frac{\partial}{\partial x_2}, \dots, \frac{\partial}{\partial x_n} \right)^T.