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Theoretical and Experimental Results on Modeling Low Probabilities | IEEE Conference Publication | IEEE Xplore

Theoretical and Experimental Results on Modeling Low Probabilities


Abstract:

Building on [1], [5], we model probability distributions from data using the high profile distribution. We show that the high profile distribution is majorized by the emp...Show More

Abstract:

Building on [1], [5], we model probability distributions from data using the high profile distribution. We show that the high profile distribution is majorized by the empirical frequency distribution, that the support of high profile distributions can be mixed, namely the distribution can have both discrete and continuous components, and obtain the high profile distribution for certain profiles. We then experimentally compare the high profile distribution with certain estimators that have been studied in statistics literature for the species estimation problem.
Date of Conference: 13-17 March 2006
Date Added to IEEE Xplore: 05 June 2006
ISBN Information:
Conference Location: Punta del Este, Uruguay

References

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