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Kybernetika 32(4):395-407, 1996.

Divergence Between Various Estimates of Quantized Information Sources

Domingo Morales, Leandro Pardo and Igor Vajda


Abstract:

This paper investigates the asymptotics of information-theoretic divergences between theoretical and empirical estimates and/or between nonparametric and parametric estimates of probabilistic source models. The results are applied to the source compression based on statistical estimation of unknown parameters, and to the testing hypotheses about information sources.


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BIB TeX

@article{kyb:1996:4:395-407,

author = {Morales, Domingo and Pardo, Leandro and Vajda, Igor},

title = {Divergence Between Various Estimates of Quantized Information Sources},

journal = {Kybernetika},

volume = {32},

year = {1996},

number = {4},

pages = {395-407}

publisher = {{\'U}TIA, AV {\v C}R, Prague },

}


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