Consists of contributions that discuss various probabilistic & statistical models used in public health. Many of them are based on the work of Marvin Zelen of the Harvard School of Public Health. Topics discussed include models based on Markov & semi-Markov processes, multi-state models, models & methods in lifetime data analysis, & more.