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Modified moment and maximum likelihood estimators for parameters of the three-parameter gamma distribution
Authors:A. Clifford Cohen  Betty Jones Whitten
Affiliation:The University of Georgia , Athens, Georgia, 30602
Abstract:This article is concerned with modifications of both maximum likelihood and moment estimators for parameters of the three-parameter gamma distribution. Modifications employed here are essentially the same as those previously considered by the authors (1980, 1981) in connection with the lognormal distribution. Sampling behavior of the estimates is indicated by a Monte Carlo simulation. For certain combinations of parameter values, these new estimators appear better than both maximum likelihood and moment estimators with respect to bias, variance and/or ease of calculation.
Keywords:simulation study  life span distributions  skewed distributions  reaction time distributions  nonsymmetrical data
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