We describe how one can obtain the phase space differential equation for joint position-wavenumber
distributions for pulse propagation with dispersion and attenuation. We show that there are many
advantages to the phase space equation both from the point of view of insight and practical
calculation. We use the method to obtain new approximations for pulse propagation. The phase
space distributions we use are the Wigner distribution and spectrogram.