How well does an early investigation of household expenditures, conducted without benefit of powerful statistical procedures, stand up when subjected to statistical treatment? Chapin's work in New York City is examined this way and his conclusions borne out when more modern analytical techniques were applied. This suggests even greater confidence for the role which Chapin's work has played as underpinning for succeeding budget studies in the U.S.