Examples of org.apache.commons.math.analysis.interpolation.LoessInterpolator.interpolate()

org.apache.commons.math.analysis.interpolation.LoessInterpolator.interpolate()

Compute an interpolating function by performing a loess fit on the data at the original abscissae and then building a cubic spline with a {@link org.apache.commons.math.analysis.interpolation.SplineInterpolator}on the resulting fit. @param xval the arguments for the interpolation points @param yval the values for the interpolation points @return A cubic spline built upon a loess fit to the data at the original abscissae @throws MathException if some of the following conditions are false:

Arguments and values are of the same size that is greater than zero
The arguments are in a strictly increasing order
All arguments and values are finite real numbers

            yvals[index++] = jdToMagMap.get(jd);
          }


          try {
            final LoessInterpolator interpolator = new LoessInterpolator();
            function = interpolator.interpolate(xvals, yvals);


            fit = new ArrayList<ValidObservation>();
            residuals = new ArrayList<ValidObservation>();
            double sumSqResiduals = 0;

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