public static object acq_regression_lowess_create(
[ExcelArgument(Description = "x")] double[] x,
[ExcelArgument(Description = "y")] double[] y,
[ExcelArgument(Description = "smoother span [0, 1] (optional, default 2/3)")] object span,
[ExcelArgument(Description = "number of robust iterations (optional, default 3) ")] object nsteps,
[ExcelArgument(Description = "regression step (optional)")] object delta)
{
if (ExcelDnaUtil.IsInFunctionWizard())
{
return(ExcelError.ExcelErrorRef);
}
else
{
return(ACQ.Excel.Handles.GlobalCache.CreateHandle(m_tag, new object[] { x, y, span, nsteps, delta, "acq_regression_lowess_create" },
(objectType, parameters) =>
{
ACQ.Math.Regression.Lowess lowess = construct_lowess(x, y, span, nsteps, delta);
if (lowess == null)
{
return ExcelError.ExcelErrorNull;
}
else
{
return lowess;
}
}));
}
}
public static object acq_regression_lowess(
[ExcelArgument(Description = "x")] double[] x,
[ExcelArgument(Description = "y")] double[] y, double xp,
[ExcelArgument(Description = "smoother span [0, 1] (optional, default 2/3)")] object span,
[ExcelArgument(Description = "number of robust iterations (optional, default 3) ")] object nsteps,
[ExcelArgument(Description = "regression step (optional)")] object delta)
{
if (ExcelDnaUtil.IsInFunctionWizard())
{
return(ExcelError.ExcelErrorRef);
}
else
{
ACQ.Math.Regression.Lowess lowess = construct_lowess(x, y, span, nsteps, delta);
return(ExcelHelper.CheckNan(lowess.Eval(xp)));
}
}
private static ACQ.Math.Regression.Lowess construct_lowess(double[] x, double[] y, object span, object nsteps, object delta)
{
ACQ.Math.Regression.Lowess lowess = null;
try
{
double span_input = ExcelHelper.CheckValue <double>(span, 2.0 / 3.0);
double delta_input = ExcelHelper.CheckValue <double>(delta, 0.0); //set to zero so that lowess will pick default based on data range
int nsteps_input = (int)ExcelHelper.CheckValue <double>(nsteps, 3);
lowess = new Math.Regression.Lowess(x, y, span_input, nsteps_input, delta_input);
}
catch (Exception ex)
{
lock (m_sync)
{
LogDisplay.WriteLine("Error: " + ex.ToString());
}
}
return(lowess);
}
