Affiliated Managers Group, a Boston asset manager, announced Monday that it has agreed to acquire Highbury Financial, an investment management holding company based in New York.

AMG Chief Financial Officer Darrell Crate said last week at an investment conference that it had been looking to spend more on acquisitions this year and that it was still interested in buying small firms.

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