Treating nonresponse in the estimation of the distribution function
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Auxiliary informationMissing dataCalibration techniqueDistribution function estimatesSurvey sampling
M. Rueda, S. Martínez, M. Illescas, Treating nonresponse in the estimation of the distribution function, Mathematics and Computers in Simulation, Volume 186, 2021, Pages 136-144, ISSN 0378-4754, https://doi.org/10.1016/j.matcom.2020.07.027.
SponsorshipMinisterio de Economía y Competitividad of Spain
The estimation of a finite population distribution function is considered when there are missing data. Calibration adjustment is used for dealing with nonresponse at the estimation stage. Several procedures are proposed and compared. A numerical study is carried out to evaluate the performances of estimators. Computational problems with the implementation of the proposed calibration estimators are also considered.