point_3d_variance {synr} | R Documentation |
Calculate sample variance of 3D point distance from centroid
Description
Calculates sample variance of points' distances in 3D space from their centroid. This function is normally only used indirectly through 'validate_get_twcv'.
Usage
point_3d_variance(point_matrix)
Arguments
point_matrix |
An n-by-3 numerical matrix where each row corresponds to a single point in 3D space. |
Value
A one-element numeric vector holding calculated variance
Details
The variance here is taken to mean the sum of variances for each dimension/axis:
\frac{\sum_{i=1}^n (x_i-x_m)^2 + (y_i-y_m)^2 + (z-z_m)^2}{n-1}
Where X/Y/Z
represent one axis each, a_m
represents the mean
of all points' coordinates on an axis, and n
represents the total
number of points.
See Also
[Package synr version 1.0.0 Index]