Akaike information criterion with small sample correction
RSE
residual standard error (sigma from summary.nls)
r
Pearson's correlation coefficient
diagnostics
error or warning messages
Details
This is basically a wrapper of R's OLS fitting facilities. For now lm (and methods for objects of class "lm") is used,
but this may change to more efficient alternatives in later versions.