Wishart Distribution - The Possible Range of The Shape Parameter

The Possible Range of The Shape Parameter

It can be shown that the Wishart distribution can be defined if and only if the shape parameter n belongs to the set


\Lambda_p:=\{0,\dots,p-1\}\cup \left(p-1,\infty\right).

This set is named after Gindikin, who introduced it in the seventies in the context of gamma distributions on homogeneous cones. However, for the new parameters in the discrete spectrum of the Gindikin ensemble, namely,


\Lambda_p^*:=\{0,\dots,p-1\},

the corresponding Wishart distribution has no Lebesgue density.

Read more about this topic:  Wishart Distribution

Famous quotes containing the words range and/or shape:

    [F]or as Socrates says that a wise man is a citizen of the world, so I thought that a wise woman was equally at liberty to range through every station or degree of men, to fix her choice wherever she pleased.
    Sarah Fielding (1710–1768)

    Autonomy means women defining themselves and the values by which they will live, and beginning to think of institutional arrangements which will order their environment in line with their needs.... Autonomy means moving out from a world in which one is born to marginality, to a past without meaning, and a future determined by others—into a world in which one acts and chooses, aware of a meaningful past and free to shape one’s future.
    Gerda Lerner (b. 1920)