Estimation of the entropy of a multivariate normal distribution. J. Multivar. Anal. 92, 324-342.Misra, N. and Singh, H. and Demchuk, E., "Estimation of the Entropy of a Multivariate Normal Distribution," J. Multivar. Anal., vol. 92, ...
CHAPTER 8 THE ENTROPY OF THE NORMAL DISTRIBUTIONNorwich, Kenneth H
In this paper, the rank distribution is proposed as a new statistic feature of complex networks. Based on the rank distribution, a novel measure of the heterogeneity called a normalized entropy of rank distribution (NERD) is proposed. The NERD accords with the normal meaning of heterogeneity ...
In many statistical studies the entropy of a distribution function is of prime interest. This paper proposes two estimators of the entropy. Both estimators are obtained by modifying the estimator proposed by Vasicek (1976). Consistency of both estimators is proved, and comparisons have been made wi...
While a generalizable approach, predicting bacterial fitness independent of strain, species or type of stress, would eliminate such limitations, it is unclear whether a stress-response can be universally captured. By generating a multi-stress and species RNA-Seq and experimental evolution dataset, we...
A minimax variance (in the Huber sense) estimator of a correlation coefficient for ϵ-contaminated bivariate normal distributions is given by the trim... Shevlyakov,Georgy,L.,... - 《Statistics & Probability Letters》 被引量: 20发表: 2002年 On the Probability Distributions of Ellipticity In...
Point estimation of entropy for the multinormal distribution and for the... NA Ahmed,DV Gokhale - 《IEEE Transactions on Information Theory》 被引量: 266发表: 2002年 Entropy, Vol. 16, Pages 1743-1755: Transfer Entropy Expressions for a Class of Non-Gaussian Distributions We discover that the...
It has been stated that entropy, like variance in the case of the normal distribution, is independent of the mean and varies directly and linearly with the logarithm of the standard deviation. Since entropy is independent of the mean for all types if distributions, it satisfies the first order...
The target of this paper is to discuss the existent Poincar茅 and Logarithm Sobolev Inequalities (PI and LSI resp.) for the Gaussian (normal) distribution ... CP Kitsos,TL Toulias - International Conference on Information Technology Interfaces 被引量: 6发表: 2010年 Some probability inequalities ...