Selective supported catalysts compositions for alkane dehydrogenation are described, the catalyst compositions containing platinum, a tin component, a potassium component, one or more additional promoter elements, and a support. Also described are methods for the preparation of such catalyst compositions and methods for the use of such catalyst compositions in the conversion of alkanes to olefins.