#include <cmath>
#include <sstream>
#include <stdexcept>
// compute log(1+x) without losing precision for small values of x
double LogOnePlusX(double x)
{
if (x <= -1.0)
{
std::stringstream os;
os << "Invalid input argument (" << x
<< ";); must be greater than -1.0";;
throw std::invalid_argument( os.str() );
}
if (fabs(x) > 1e-4)
{
// x is large enough that the obvious evaluation is OK
return log(1.0 + x);
}
// Use Taylor approx. log(1 + x) = x - x^2/2 with error roughly x^3/3
// Since |x| < 10^-4, |x|^3 < 10^-12, relative error less than 10^-8
return (-0.5*x + 1.0)*x;
}