<P>I couldn't open your file, why 'SAS会提示说矩阵不可逆', I think: </P>
<P>If you use dummy variables, you have to use 10-1=9 dummy variables, when you have 10 levels of your category data. For instance, if you have 5 cities (A,B,C,D,E), you only can use 4 dummy variables: A, C, D, E or A, B, C, D and leave one city out. </P>