This study is a randomized clinical trial comparing state-of-the-art, standard behavior therapy for weight loss (SBT) with a maintenance tailored treatment (MTT) with varied behavioral prescriptions, goals, and formats over time. The overall hypothesis in the study is that the two treatment approaches will show different patterns of weight loss over time, and in particular that the MTT approach would be associated with better long-term maintenance of weight loss.