On Simple Confidence Intervals for the Normal Mean with Known Coefficient of Variation
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On Simple Confidence Intervals for the Normal Mean with Known Coefficient of Variation

Authors: Suparat Niwitpong, Sa-aat Niwitpong

Abstract:

In this paper we proposed the new confidence interval for the normal population mean with known coefficient of variation. In practice, this situation occurs normally in environment and agriculture sciences where we know the standard deviation is proportional to the mean. As a result, the coefficient of variation of is known. We propose the new confidence interval based on the recent work of Khan [3] and this new confidence interval will compare with our previous work, see, e.g. Niwitpong [5]. We derive analytic expressions for the coverage probability and the expected length of each confidence interval. A numerical method will be used to assess the performance of these intervals based on their expected lengths.

Keywords: confidence interval, coverage probability, expected length, known coefficient of variation.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1335664

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References:


[1] K. Bhat and K. A. Rao, On Tests for a Normal Mean with Known Coefficient of Variation, International Statistical Review , 75 (2007), 170-182
[2] V. Brazauskas and J. Ghorai, Estimating the common parameter of normal models with known coefficients of variation: a sensitivity study of asymptotically efficient estimators, Journal of Statistical Computation and Simulation, 77( 2007), 663-681
[3] R. A. Khan, A Note on Estimating the Mean of a Normal Distribution with Known Coefficient of Variation, Journal of the American Statistical Association, 63(1968), 1039-1041.
[4] S. Niwitpong and S. Niwitpong, Confidence interval for the difference of two normal population means with a known ratio of variances, Applied Mathematical Sciences , 4 (2010), 347 - 359.
[5] S. Niwitpong, Confidence interval for the normal means with known a coefficient of variation, World Academic of Science, Engineering and Technology 69 (2012), 677 - 680.
[6] D. T. Searls, A Note on the Use of an Approximately Known Coefficient of Variation, The American Statistician, 21(1967), 20-21.
[7] D. T. Searls, The Utilization of a Known Coefficient of Variation in the Estimation Procedure, Journal of the American Statistical Association, 59(1964), 1225-1226.
[8] R.E. Walpole, R. H. Myers, S.L. Myers, K. Ye., Probability & Statistics for Engineers & Scientists, Prentice Hall, New Jersey, 2002.