The aim of the present study is to confirm this assumption, describe the hydrogen chemisorption properties on M metals (with M = Pd, Rh, or Ir) and determine the stoichiometric ratios H/MS using a simple methodology (statistical model) by the same philosophy as that developed in our previous work . The proposed statistical model will be confronted with the H/M ratios and particle size values obtained from literature data.