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Maximum Likelihood Estimation for the Multinomial Distribution Using Geometric Progamming
Authors:J. Richard Alldredge  David W. Armstrong
Affiliation:Denver Mining Research Center, U.S. Bureau of Mines , Denver , Colorado
Abstract:The problem of obtaining maximum likelihood estimates for the multinomial distribution is considered. Maximum likelihood estimation is applied to the particular problem of estimating overlap sizes created by interlocking sampling frames. In this paper, geometric programming is discusseda as a method of solving the likelihood function and is applied to a practical example of estimating overlap sizes.
Keywords:Estimation  Multinomial Distribution  Maximum Likelihood Estimation  Overlapping Sampling Frames  Geometric Programming
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