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Kalehoff was married to Broadway theatre actress and singer Andrea McArdle, and their daughter, actress Alexis Kalehoff, has appeared in many Broadway theatre productions. The couple divorced in August 2011. Kalehoff has two sons, Max and Rex, from his first marriage to songwriter Beverly Kalehoff.