Researchers in industry and academia are making important advances on various fronts including reliability-based design and modeling of uncertainty when data is limited. Still, industry continues to lose billions of dollars each year because of unexpected system failures. Engineering Design Reliability Handbook is a valuable addition to the reliability literature. The book presents an industrial perspective of non-deterministic approaches and documented stories and quantifies the benefits of these approaches. It considers the issue of modeling uncertainty when data is scarce and provides a comparison of non-deterministic approaches, both numerically and experimentally in design problems.