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Unlabeled (the usual term) trees are not impossible to count. They were first counted by Cayley (before he counted labeled trees, I believe). The numbers are A000055 in the OEIS.
You can still try the partial fraction expansion, but it probably won't simplify as much. Is there any reason to think that there's a simple formula for this case?