Bernhard Gittenberger: On the Profile of Random Forests

An approach via generating functions is used to derive multivariate asymptotic distributions for the number of nodes in strata of random forests. For a certain range for the strata numbers we obtain a weak limit theorem to Brownian motion. Moreover, a moment convergence theorem for the width of random forests is derived.

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