A rubber composition containing an effective amount of polymers prepared from ethylenically unsaturated monomers by radically initiated polymerization or copolymerization in an organic solvent in the absence of emulsifiers and/or surfactants and obtained in an emulsifier-free, surfactant-free and solvent-free dry state, which polymers contains units of the formula ##STR5## as reinforces resins and adhesion promoters wherein R.sup.1 is CH.sub.3 CO-- which may be partially saponified, R.sup.2 is hydrogen or an alkyl or alkoxy of 1 to 4 carbon atoms or halogen or --CN and n is an integer from 1 to 4, with the proviso that if n is .gtoreq.1, the R.sup.2 can be identical or different, and that at least in some of the units of Formula I, there is a hydrogen atom in at least one of the position vicinal to R.sup.1 --O-- and an effective amount of a methylene donor cross-linking agent for the polymers containing units of Formula I in the rubber vulcanization process.