Estimation of Finite Population Parameters With Auxiliary Information and Response Error
نویسندگان
چکیده
منابع مشابه
Estimation of finite population parameters with auxiliary information and response error.
We use a finite population mixed model that accommodates response error in the survey variable of interest and auxiliary information to obtain optimal estimators of population parameters from data collected via simple random sampling. We illustrate the method with the estimation of a regression coefficient and conduct a simulation study to compare the performance of the empirical version of the...
متن کاملVariance estimation for the finite population distribution function with complete auxiliary information
The authors develop jackknife and analytical variance estimators for the estimator of Chambers & Dunstan (1986) and Rao, Kovar & Mantel (1990) of the finite population distribution function, using complete auxiliary information. They also describe the associated model and show the design consistency of the variance estimators, whose small-sample performance is examined through a limited simulat...
متن کاملRandom Permutation Model Incorporating Auxiliary Information and Response Error for Finite Populations
We derive optimal estimators of a linear combination of the responses, under the random permutation model, incorporating auxiliary information and response error. In particular, we propose estimators of a measure of association, that is named B and defined farther in (1), between a response and an explanatory variable based on a simple random sample obtained without replacement from a finite po...
متن کاملEstimation of Finite Population Variance Using Scrambled Responses in the Presence of Auxiliary Information
In this paper, a new estimator for estimating the finite population variance of a sensitive variable based on scrambled responses collected using a randomization device is introduced. The estimator is then improved by using known auxiliary information. The estimators due to Das and Tripathi (1978: Sankhya) and Isaki (1983: JASA) are shown to be special cases of the proposed estimator. Numerical...
متن کاملEfficient Estimation of Quadratic Finite Population Functions in the Presence of Auxiliary Information
By viewing quadratic and other second-order finite population functions as totals or means over a derived synthetic finite population, we show that the recently proposed model calibration and pseudoempirical likelihood methods for effective use of auxiliary information from survey data can be readily extended to obtain efficient estimators of quadratic and other second-order finite population f...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Statistical Theory and Practice
سال: 2014
ISSN: 1559-8608,1559-8616
DOI: 10.1080/15598608.2013.856358