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Deviation of the Variances of Classical Estimators and Negative Integer Moment Estimator from Minimum Variance Bound with Reference to Maxwell Distribution
Journal article   Open access

Deviation of the Variances of Classical Estimators and Negative Integer Moment Estimator from Minimum Variance Bound with Reference to Maxwell Distribution

G. R. Pasha, Muhammad Aslam and Muhammad Javed
Pakistan journal of statistics and operation research, Vol.2(2), pp.145-150
01/07/2006

Abstract

Mathematics Physical Sciences Science & Technology Statistics & Probability
In this paper, we present that how much the variances of the classical estimators, namely, maximum likelihood estimator and moment estimator deviate from the minimum variance bound while estimating for the Maxwell distribution. We also sketch this difference for the negative integer moment estimator. We note the poor performance of the negative integer moment estimator in the said consideration while maximum likelihood estimator attains minimum variance bound and becomes an attractive choice.
url
https://doi.org/10.18187/pjsor.v2i2.98View
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