The preferred method of making the N-hydrocarbyl compounds involves the thermal reaction of a hydrocarbon solution, especially effective with hydrocarbons such as cyclohexane, heptane, octane, nonane or ethylbenzene, of the hindered amine or its N-oxyl derivative with tert-butyl hydroperoxide and a metal oxide catalyst.