Multivariate Gaussian Distribution

版本 1.0.0.0 (2.0 KB) 作者: Timothy Felty
Calculates samples from a multivariate Gaussian distribution.
14.5K 次下载
更新时间 2007/5/18

查看许可证

Creates a number of samples from a specified number of dimensions and centers them around a given mean, and within a given covariance range. You might not find it very useful, but hey, I need something to do this so why not.

To use:
You need to generate 1000 samples from a 3 dimensional Gaussian distribution with a mean m = [4,5,6], and with a covariance sigma = [9 0 0;0 9 0;0 0 9].

Command line:
x=mgd(1000,3,m,sigma) or x=mgd(1000,3,m',sigma)
it doesn't matter if the mean is given as a row or column vector

x is a (1000x3) matrix of the where
where each row is the coordinates of that point in 3 space.

引用格式

Timothy Felty (2024). Multivariate Gaussian Distribution (https://www.mathworks.com/matlabcentral/fileexchange/5984-multivariate-gaussian-distribution), MATLAB Central File Exchange. 检索来源 .

MATLAB 版本兼容性
创建方式 R12.1
兼容任何版本
平台兼容性
Windows macOS Linux
致谢

启发作品: Gaussian Random Samples Generation

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
版本 已发布 发行说明
1.0.0.0

Added some error checking that was lacking. Updated to gracefully handle the one sample issue. Updated the comments.