STK_MAXABSCORR computes the maximal absolute correlation for a set of points
CALL: MAC = stk_maxabscorr (X)
computes the Maximum Absolute (linear) Correlation MAC between the columns
of the array X.
NOTES:
* The construction of experimental designs (more specifically, Latin
hypercubes samples) with a small MAC is considered, e.g., by Florian
(1992) and Cioppa & Lucas (2007).
* When X is a Latin hypercube sample, the linear (Pearson) correlation
coefficients and Spearman's rank correlation coefficients coincide.
REFERENCES
[1] Ales Florian, "An Efficient Sampling Scheme: Updated Latin Hypercube
Sampling", Probabilistic Engineering Mechanics, 7:123-130, 1992.
http://dx.doi.org/10.1016/0266-8920(92)90015-A
[2] Thomas M. Cioppa and Thomas W. Lucas, "Efficient Nearly Orthogonal and
Space-Filling Latin Hypercubes, Technometrics, 49:1, 45-55, 2007.
http://dx.doi.org/10.1198/004017006000000453
See also: stk_mindist, stk_filldist, stk_phipcrit
Package: stk