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We demonstrate a method for proving precise concentration inequalities in uniformly random trees on vertices, where is a fixed positive integer. The method uses a bijection between mappings and doubly rooted trees on vertices. The main application is a concentration inequality for the number of vertices connected to an independent set in a uniformly random tree, which is then used to prove partial unimodality of its independent set sequence. So, we give probabilistic arguments for inequalities that often use combinatorial arguments.

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