A partially crosslinked thermoplastic elastomer composition having an excellent heat-bondability is obtained by dynamically heat-treating a peroxide-crosslinking olefin copolymer rubber with an alpha , beta -unsaturated carboxylic acid or a derivative thereof in the presence of an organic peroxide.