Formal definitions of conservative probability distribution functions (PDFs)

Shane Lubold, Clark N. Taylor

Abstract: Highlights•A general and intuitive definition of conservativeness for PDFs is introduced.•This definition, unfortunately, cannot be used to evaluate data fusion techniques.•A weaker definition of conservativeness is introduced to evaluate fusion techniques.•We prove that several data fusion techniques generate weakly conservative PDFs.