Data

Many DOD systems undergo operational testing, which is a field test involving realistic combat conditions. Data, analysis, and reporting are the fundamental outcomes of operational test, which support leadership decisions. The importance of data standardization and interoperability is widely recognized by leadership in DoD, however, there are no generally recognized standards for the management and handling of data (format, pedigree, architecture, transferability, etc.) in the DOD. In this presentation, I will review a set of data principles that we believe DOD should adopt to improve how it manages test data....

While the human brain is powerful tool for quickly recognizing patterns in data, it will frequently make errors in interpreting random data. Luckily, these mistakes occur in systematic and predictable ways. Statistical models provide an analytical framework that helps us avoid these error-prone heuristics and draw accurate conclusions from random data. This non-technical presentation highlights some tricks of the trade learned by studying data and the way the human brain processes....