Estimation of population proportion using concomitant based ranked set sampling

2021 ◽  
pp. 1-22
Author(s):  
Azhar Mehmood Abbasi ◽  
Muhammad Yousaf Shad
Keyword(s):  
Ranked Set Sampling ◽  
Population Proportion

Using ranked set sampling with extreme ranks in estimating the population proportion

2019 ◽  
Vol 29 (1) ◽  
pp. 165-177 ◽  
Author(s):  
Ehsan Zamanzade ◽  
M Mahdizadeh
Keyword(s):  
Maximum Likelihood ◽  
Maximum Likelihood Estimator ◽  
Simple Random Sampling ◽  
Ranked Set Sampling ◽  
Finite Sample ◽  
Likelihood Estimator ◽  
Population Proportion ◽  
Health And Nutrition ◽  
Finite Sample Size ◽  
Using Data

This article studies the properties of the maximum likelihood estimator of the population proportion in ranked set sampling with extreme ranks. The maximum likelihood estimator is described and its asymptotic distribution is derived. Finite sample size properties of the estimator are investigated using simulation studies. It turns out that the proposed estimator is substantially more efficient than its simple random sampling and ranked set sampling analogs, as the true population proportion tends to zero/unity. The method is illustrated using data from the National Health and Nutrition Examination Survey.

Unbalanced Ranked Set Sampling for Estimating A Population Proportion Under Imperfect Rankings

2009 ◽  
Vol 38 (12) ◽  
pp. 2116-2125 ◽  
Author(s):  
Haiying Chen ◽  
Elizabeth A. Stasny ◽  
Douglas A. Wolfe ◽  
Steven N. MacEachern
Keyword(s):  
Ranked Set Sampling ◽  
Population Proportion ◽  
Imperfect Rankings

Unbalanced Ranked Set Sampling for Estimating a Population Proportion

Biometrics ◽  
2005 ◽  
Vol 62 (1) ◽  
pp. 150-158 ◽  
Author(s):  
Haiying Chen ◽  
Elizabeth A. Stasny ◽  
Douglas A. Wolfe
Keyword(s):  
Ranked Set Sampling ◽  
Population Proportion

Ranked set sampling for efficient estimation of a population proportion

2005 ◽  
Vol 24 (21) ◽  
pp. 3319-3329 ◽  
Author(s):  
Haiying Chen ◽  
Elizabeth A. Stasny ◽  
Douglas A. Wolfe
Keyword(s):  
Ranked Set Sampling ◽  
Efficient Estimation ◽  
Population Proportion
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