Unbiased Estimation of the Population Variance using Midzuno-Sen Type Sampling Scheme
M.C. Agrawal and A.B. Sthapit (2006). Unbiased Estimation of the Population Variance using Midzuno-Sen Type Sampling Scheme. Journal of Statistical Research, Vol. 40, No. 2, pp. 13-20.
Abstract
We have employed ms type sampling scheme to propose two unbiased strategies for estimating the population variance. These strategies have been compared with certain known ones, and necessary and sufficient conditions have been obtained for their superior performance as compared to the known ones. An unbiased variance estimator of the population variance has also been worked out. Real-life data are shown to yield substantial gains via these strategies.