Extensively revised and expanded, Item Response Theory clearly describes the most recently developed IRT models and furnishes detailed explanations of algorithms that can be used to estimate the item or ability parameters under various IRT models. It includes discussions on issues related to statistical theory, numerical methods, and the mechanics of computer programs for parameter estimation. Reader-friendly discussions and instructionally-oriented material build a clear understanding of the computational demands and challenges of IRT estimation procedures.