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stat.ME2021
Estimation of Constrained Mean-Covariance of Normal Distributions
Anupam Kundu, Mohsen Pourahmadi
Estimation of the mean vector and covariance matrix is of central importance in the analysis of multivariate data. In the framework of generalized linear models, usually the varian…
stat.ME2020★ 1 cited
MLE of Jointly Constrained Mean-Covariance of Multivariate Normal Distributions
Anupam Kundu, Mohsen Pourahmadi
Estimating the unconstrained mean and covariance matrix is a popular topic in statistics. However, estimation of the parameters of under joint constraints such as $Σμ= μ…
stat.ME2017
Classification of Population Using Voronoi Area Based Density Estimation
Anupam Kundu, Subir Kumar Bhandari
Given two sets of training samples, general method is to estimate the density function and classify the test sample according to higher values of estimated densities. Natural way t…