fitting algorithm 1. Maximum likelihood estimators 2. Least squares estimators 3. EM algorithm for estimation of multivariant gaussian distribution (mixed gaussians)
EM算法的高斯混合模型参数估计:Descr iption This is a function performs maximum likelihood estimation of Gaussian mixture model by using expectation maximization algorithm. It can work on data of arbitrary dimensions. Several techniques are applied in order to avo
% This folder contains a collection of "fitting" functions. % (Some has demo options - the third section) % The GENERAL input to the functions should be samples of the distribution. % % for example, if we are to fit a normal distribution ('gaussian'