normal01_multivariate_distance_test

normal01_multivariate_distance_test, a MATLAB program which calls normal01_multivariate_distance() to consider the problem of describing the typical value of the distance between a pair of points randomly selected from an isotropic standard normal distribution in M dimensions.

Licensing:

The computer code and data files made available on this web page are distributed under the GNU LGPL license.

Related Data and Programs:

normal01_multivariate_distance a MATLAB library which considers the problem of describing the typical value of the distance between a pair of points randomly selected from an isotropic standard normal distribution in M dimensions.

Source Code:

• normal01_multivariate_distance_test.m, calls all the tests.
• normal01_multivariate_distance_test.sh, runs all the tests.
• normal01_multivariate_distance_test.txt, the output file.

• normal01_multivariate_distance_histogram.png, displays a histogram from N samples of pairwise distances in dimension 10.
• normal01_multivariate_distance_plot.png, displays the expected value of the pairwise distance for dimensions 1 through 50.
• randn_test.m, tests the MATLAB randn() function.