Contains 28 papers presented at The Fourth International Conference on Mathematical Methods in Reliability in New Mexico, held in 2004. This volume provides coverage on reliability modelling, network and system reliability, Bayesian methods, survival analysis, degradation and maintenance modelling, and software reliability.