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- W22356412 abstract "The Shannon's entropy of an absolutely continuous random variable x with probability density function ���� (���� ) is defined by, H(x)= -E ln(f(x)). There are some methods to estimate Shannon's entropy from the data, Rasheed, Z.(2013) found that the formula of Grzegorzewski and Wieczorkowski (GW) to determine the number of terms m needed to estimate the differential entropy, is inaccurate, especially for n>5 where n is the sample size. In this research we will modify GW formula by using simulat ion with a wide range of statistical distributions, parameters and sample sizes. The results of comparison between the formula of GW and modified GW (M GW) exp lained that the performance of M GW formula is better than GW formu la based on the mean square error (MSE) criterion." @default.
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- W22356412 date "2013-01-01" @default.
- W22356412 modified "2023-09-28" @default.
- W22356412 title "Modify GW Formula for Entropy Estimation" @default.
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