Optimal estimation of gene expression

Classical stochastic signal modeling is applied to DNA microarray images to obtain an estimator for gene expression level in the infinite SNR case. The derivation of an estimator is shown for both the single-pixel case and the multiple-pixel case. The optimal estimator is a pair of low-order polynomials that are solved simultaneously to produce an estimate.