Let be a compact Riemmanian manifold of dimension . Let $P_0 (\h) := -\h^2\Delta_{g}+V\h \in (0,\h_0]Ep_0(x,\xi)=|\xi|^2_{g_0(x)} +V(x)\varphi_\hL^2$-normalized eigenfunction of , and $E(\h) \in [E-o(1),E+ o(1)]g_ug_0u\mathcal B^k(\varepsilon) \subset \mathbb R^k\varepsilon>0P_{u}(\h) := -\h^2 \Delta_{g_u} +V|t|$, we define the propagated perturbed eigenfunctions We study the distribution of the real part of the perturbed eigenfunctions regarded as random variables In particular, when is ergodic, we compute the asymptotics of the variance and show that all odd moments vanish as

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