NMF is a group of algorithms in multivariate analysis and linear algebra where a matrix, V, is factorized into (usually) two matrices, W and H, with the property that all three matrices have no negative elements. This characteristic is especially valuable in toxicology, where data such as concentration levels and dose-response measurements are inherently non-negative.