ml-spectra-processing
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    Function calculateAdaptiveWeights

    • Calculate the weights based on the control points and the MAD between the original data and the new baseline. MAD (Median Absolute Deviation) is more robust to outliers and the factor (1.4826) makes MAD scaled to be equivalent to the standard deviation for normal distributions. https://en.m.wikipedia.org/wiki/Median_absolute_deviation.

      Parameters

      • yData: NumberArray

        The original data.

      • baseline: NumberArray

        The new baseline calculated.

      • weights: NumberArray

        The current weights to be updated.

      • options: CalculateAdaptiveWeightsOptions

        Options for updating weights.

      Returns Float64Array<ArrayBuffer>

      new array of weights.