In this paper we analyse transportation expenditure dependence on income, demographic and other variables. To achieve this goal Consumer Expenditure Survey data is used. We present and fit three different models: linear regression, Tobit and Heckman two-step procedure. These models are compared, and their statistical insights are presented.