This simulation study compares Fourier transform, wavelet analysis, and direct nonlinear time-domain fitting for stationary, very short, and non-stationary nuclear magnetic resonance (NMR) free induction decay (FID) signals. It examines dynamically broadened signals, point-sampling approximations to finite collection windows, and the capabilities and limitations of wave fitting for parameter estimation from short, relatively simple FID segments.