r user
2006-Aug-11 16:43 UTC
[R] Getting summary.lm to include data for coefficients that are NAs?
Is there a way to get the following code to include liens where the coefficients are ?NA?? ((summary(reg))$coefficients) explanation: Using a loop, I am running regressions on several ?subsets? of ?data1?. ?reg <- ( lm(lm(data1[,1] ~., data1[,2:l])) )? My regression has 10 independent variables, and I therefore expect 11 coefficients. After each regression, I wish to save the coefficients and standard errors of the coefficients in a table with 22 columns. I successfully extract the coefficients using the following code: ?reg$coefficients? I attempt to extract the standard erros using : aperm((summary(reg))$coefficients)[2,] ((summary(reg))$coefficients) My problem: For some of my subsets, I am missing data for one or more of the independent variables. This of course causes the coefficients and standard erros for this variable to be ?NA?. Is there a way to include the NA standard errors, so that I have the same number of standard erros and coefficients for each regression, and can then store the coefficients and standard erros in my table of 22 columns?