1. A method for generating an analyte prediction, comprising the steps of: collecting a sample spectrum; providing a plurality of predefined clusters with corresponding calibration models, wherein each cluster is characterized according to spectral features representative of states of at least one spectrometer instrument; mapping said sample spectrum to one of said predefined clusters; and applying said corresponding calibration model to generate said analyte prediction.