Geodesic
Asymptotic expansions for the distribution of the number of components in random mappings and partitions
Diskretnaya Matematika, Tome 23 (2011) no. 2, pp. 66-75
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We consider the class of all $n^n$ single-valued mappings of an $n$-element set into itself. Assuming that all such mappings have the same probabilities equal to $n^{-n}$, we investigate the distribution of the random variable $\nu_n$ equal to the number of connected components in such random mapping. We obtain asymptotic estimates of the probability $\mathbf P\{\nu_n=M\}$ as $n$, $N\to\infty$ in such a way that the ratio $N/\ln n$ does not tend to 0 and infinity. In the case where $N=\frac12\ln n+o(\ln n)$ as $n\to\infty$, we obtain a complete asymptotic expansion of this probability. A similar expansion is obtained for the probability $\mathbf P\{\xi_n=N\}$, where $\xi_n$ is the random variable equal to the number of cycles in a permutation randomly and equiprobably chosen from the set of all $n!$ permutations of degree $n$, and also for the probability $\mathbf P\{\theta_n=N\}$, where $\theta_n$ is the number of blocks in a random partition of a set with $n$ elements. 
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A. N. Timashov. Asymptotic expansions for the distribution of the number of components in random mappings and partitions. Diskretnaya Matematika, Tome 23 (2011) no. 2, pp. 66-75. http://geodesic.mathdoc.fr/item/DM_2011_23_2_a5/

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