Semiparametric methods for gene-based analysis with MATLAB Main functions:
kgaussopt.m is the main function to calculate the distribution feature vector with an Input matrix X and class label Y.
opt_h.m to calculate the optimal bandwidth h with maximum likelihood estimate and leave-one-out cross validation. Opt_h.m is called by kgaussian.m function.
K_gaussian.m: Gaussian kernel computation
demodriv1,m: An example to run this script with the demo data