The document describes a study that used an instrumented ramp and plantar pressure insoles to develop regression models for predicting complete ground reaction forces (GRFs) during inclined and declined walking. Subject-specific linear regression models were created to estimate GRFs from plantar pressure data at ramp angles from 0 to 20 degrees. The results indicate this method shows potential for determining GRFs in various settings where force plates cannot be used.