We have synthesized monodisperse Pd nanoparticles with particle sizes of 3.5, 5, and 7 nm from the thermal decomposition of a Pd-surfactant complex. The particle size of Pd nanoparticles was controlled by varying the concentration of stabilizing surfactant.