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Some auto-power divergence measures for stationary time series of categorical data
(IIM-A Publication, 2013-05-05)
For stationary time series of nominal categorical data or ordinal categorical data (with arbitrary ordered numberings of the categories), autocorrelation does not make much sense. Biswas and Guha (2009) used mutual information ...
A test for the two-sample problem using mutual information
(IIM-A Publication, 2013-05-06)
For two independently drawn samples from continuous distributions, a statistical test based on the mutual information statistic is proposed for the null hypothesis that both the samples originate from the same population. ...