Let ${𝒯}_X$ denote the operator-norm closure of the class of convolution operators ${\Phi }_{\mu }:X\to X$ where $X$ is a suitable function space on $R$. Let ${ℳ}_r^p$ be the closed subspace of regular functions in the Marinkiewicz space ${ℳ}^p$, $1\le p\<\infty$. We show that the space ${𝒯}_{{ℳ}_r^p}$ is isometrically isomorphic to ${𝒯}_{L^p}$ and that strong operator sequential convergence and norm convergence in ${𝒯}_{{ℳ}_r^p}$ coincide. We also obtain some results concerning convolution operators under the Wiener transformation. These are to improve a Tauberian theorem of Wiener on ${ℳ}^2$.