The analysis of survival data is a traditional statistical theme. However, in the last 10-15 years there has been an explosion of interest resulting in the development of many new theoretical ideas and useful methods, especially in the study of the relationship between survival times and explanatory variables. This monograph brings together the older and newer ideas to present a comprehensive up-to-date account of the field.