A rigorous method of converting a transfer function description with any shaped uncertainty region in the complex frequency domain, to input specific, guaranteed time domain bounds, is derived. Periodic input signals are considered first, followed by an extension to aperiodic input such as a step. The results can be used with confidence in controller design techniques that make use of the complex frequency plane and require translation to the time domain.