Logistic regression is used to analyse relationships between a dichotomous dependent variable and metric or dichotomous independent variables. The logistic model is widely used in economics and market research (McFadden, 1978; Shukla & Waddell, 1991; Wu, 2000). The distribution of warehouses demonstrates an uneven pattern in the Istanbul metropolitan area. To explain whether a site is a preferred location for a logistic warehouse in the Istanbul metropolitan area, “the preferred sites” or “not-preferred sites” as a dichotomous dependent variable are used. A dichotomous dependent variable can easily be explained with the logistic regression.