Solid dispersion of raloxifene having improved dissolution profile and method of producing the same are provided. The present invention particularly provides the solid dispersions having enhanced bioavailability comprising (a) raloxifene; and (b) a water insoluble synthetic crosslinked homopolymer of N-alkenyl 2-pyr...