XM808 Sub Caliber Trainer Life Distribution Analysis

This reliability data analysis case study demonstrates the use of a variety of statistical techniques, such as life data analysis for censored data, Monte Carlo simulation, and optimization, to develop credible predictions for a system in use by the US Army. As the US Army moves toward the goal of ‘leveraging data as a strategic asset’, this type of formal analysis provides the opportunity to showcase the use of statistical methods and best practices which are scalable for the purpose of fleet-wide system reliability assessments, analysis of field data, and enterprise-level machine learning-enabled tasks.