One could then imagine eliminating all zero values from the analysis in order to improve the fitting. Figures \ref{798959} and \ref{176258} show the scatter plots obtained selecting only non-zero values.  As can be noticed the negative autocorrelation increases since the smoothing effect of all the zero values is not present.