Sampling data prior to nonlinear regression

69 Views Asked by At

As my question shows it, I am not a statistician. My problem is that I have too many data points to be used in a nonlinear fit (I have millions of them, automatically acquired). Is there a methodology for sampling the data in order to minimize the loss of information ?