Robust estimation in the normal mixture model

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Information Divergence Geometry and the Application to Statistical Machine Learning (2009, background): “We need to choose the value of β since the weight function wβ (z; θ ) becomes a constant function 1 as β goes to 0. See [17, 18 ] for further discussion and extension of β -divergence.”