Dependency is a prevalent notion in computer science. There have been numerous informal or formal attempts to define viable syntactic and semantic concepts of dependency in programming languages with subtle variations and limitations. We develop a new value dependency analysis defined by abstract interpretation of a trace semantics. A sound approximate dependency algorithm is formally derived by calculational design. Further abstractions provide information flow, slicing, non-interference, dye, and taint analyses.