Abstract:
Let $B$ be a class of functions $V(x)$ with bounded variation on $(-\infty,\infty)$ satisfying the conditions:
1) $\int_{-\infty}^\infty dV(x)=1$;
2) $V(x)=\omega_1(x)-\omega_2(x)$;
where $\omega_j(x)$ are nondecreasing functions $\omega_j(x)+\omega_j(-x)=2\omega_j(0)$, $j=1,2$, and for some $\gamma>0$ $$
\operatorname{Var}\omega_2(x)|_y^\infty=O(e^{-y^{1+\gamma}}),\quad y\to\infty;
$$
3) $\int_{-\infty}^\infty e^{yx}dV(x)\ne0,\quad-\infty<y<\infty$.
In the paper the following result is obtained
Theorem.If $V_1(x)$ and $V_2(x)\in B$ and $V_1*V_2=\Phi$, where $\Phi$ is a normal distribution function, then $V_1$ and $V_2$ are normal (may be degenerate).