The development of the use of quantitative methods in American archaeology since 1935 is surveyed. The utility of Confirmatory Data Analysis has been much overrated in archaeology; the alternative technique of Exploratory Data Analysis, developed by Turkey and others, may be greatly preferable. (See also <b>AATA</b> <i>21-189</i>) -- AATA