MixtureOfGaussians Module Reference

Mixture of gaussians.

The probability function is given by the sum of some gaussians: \[f(x)=\sum_{i=0}^kw_i~\mathcal{N}(x,0,\sigma_i)\] Where $\mathcal{N}$ is the normal distribution given by \[\mathcal{N}(x,\mu,\sigma)=\frac{1}{\sigma\sqrt{2\pi}} \exp\left(-\frac {1}{2}\left(\frac{x-\mu}{\sigma}\right)^2\right) \]The weights $\{w_i\}$ are the parameters to fit, the widths $\{\sigma_i\}$ are fixed.

input slots

output slots

parameters

ParameterList< double > sigmas
  Gaussian function widths.
ParameterList< double > weights
  Gaussian function weights.

further information

This Module subclasses CDFitFunction.
For documentation of parameters and slots inherited by this base class, please have a look at the corresponding Module reference.

The detailed doxygen documentation beyond the parameters/slots may be found here.


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