test_ks.m

wave cluster for biomedical signal proce

function [KSmax] = test_ks(x)
% 
% Calculates the CDF (expcdf)
[y_expcdf,x_expcdf]=cdfcalc(x);

%
% The theoretical CDF (theocdf) is assumed to be normal  
% with unknown mean and sigma

zScores  =  (x_expcdf - mean(x))./std(x);
theocdf  =  normcdf(zScores , 0 , 1);

%
% Compute the Maximum distance: max|S(x) - theocdf(x)|.
%

delta1    =  y_expcdf(1:end-1) - theocdf;   % Vertical difference at jumps approaching from the LEFT.
delta2    =  y_expcdf(2:end)   - theocdf;   % Vertical difference at jumps approaching from the RIGHT.
deltacdf  =  abs([delta1 ; delta2]);

KSmax =  max(deltacdf);