This book investigates the durational properties of English derived words in four large-scale corpus studies. In the decompositional perspective, durations are modeled as a function of frequency and segmentability, prosodic structure, and affix informativeness. In the non-decompositional perspective, durations are modeled with predictors derived from linear discriminative learning networks.