vregress.cpp

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#include <fvar.hpp>

dvariable regression(const dvector& obs, const dvar_vector& pred)
{
  double nobs=double(size_count(obs));
  dvariable vhat=norm2(obs-pred);
  vhat/=nobs;
  return (.5*nobs*log(vhat));
}