Estimating density ratio with application to discriminant analysis

Estimating density ratio with application to discriminant analysis
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估计密度比并应用于判别分析

DOI:
10.1080/03610928908830077
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发表时间:
1989
影响因子:
0.8
通讯作者:
J. Mielniczuk
J. Mielniczuk
中科院分区:
数学4区
文献类型:
--
作者:
J. Cwik;J. Mielniczuk

文献摘要

被引文献

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介绍了基于等级变换的密度比估计量ĥ。在一定条件下,证明了ĥ的强一致相合性,并确定了它的渐近律。将所得结果应用于判别分析,研究了散度曲线的性质。
The estimator ĥ for the ratio of densities based on grade transformation is introduced. Under certain conditions the strong uniform consistency of ĥ is proved and its asymptotic law is determined. The result is applied to study the behaviour of divergence curve used in discriminant analysis.