Reliability theory is a statistical approach used to analyze the likelihood and patterns of failures or breakdowns in systems, components, or products over time. It provides a framework for understanding and predicting the durability and dependability of various items, which is crucial for ensuring safety, quality, and efficient operation in a wide range of industries and applications.