 In 1940 he was back at Chicago's Arlington Park where he trained the winner of the Arlington-Washington Lassie Stakes.Roscoe Goose also acted as an adviser to buyers of horses and served as president of the Kentucky Thoroughbred Breeders Association for three years.Success in racing and wise management of his money made him a very wealthy man.