Estimation of population mean using imputation techniques in sample surveys

G. N. Singh, Kumari Priyanka, Jong Min Kim, Sarjinder Singh

    Research output: Contribution to journalArticlepeer-review

    12 Scopus citations

    Abstract

    To deal with the problems of non-response, one-parameter classes of imputation techniques have been suggested and their corresponding point estimators have been proposed. The proposed classes of estimators include several other estimators as a particular case for different values of the parameter. A design based approach is used to compare the proposed strategy with the existing strategies. Theoretical results have been verified through simulation studies handling real data examples.

    Original languageEnglish (US)
    Pages (from-to)67-74
    Number of pages8
    JournalJournal of the Korean Statistical Society
    Volume39
    Issue number1
    DOIs
    StatePublished - Mar 1 2010

    Keywords

    • Bias
    • Design based approach
    • Imputation
    • Mean square error
    • Missing data
    • Non-response

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