• RecordNumber
    3937
  • Author

    Almasi, Isaac

  • Crop_Body
    Isaac Almasi, Mohsen Salehi, and Mohammad Moradi
  • Title of Article

    ANew Algorithm to Impute the MissingValues in the Multivariate Case

  • Title Of Journal
    خبرنامه انجمن آمار ايران
  • PublishInfo
    تهران :انجمن آمار ايران
  • Publication Year
    2020
  • Volum
    19
  • Issue Number
    2
  • Page
    133-143
  • Keywords
    Order Statistic , Imputation , Projection Theorem , Censored Data , Linear Regression Model
  • Abstract
    There are several methods to make inferences about the parameters of the sampling distribution when we encounter the missing values and the censored data. In this paper, through the order statistics and the projection theorem, a novel algorithm is proposed to impute the missing values in the multivariate case. Then, the performance of this method is investigated through the simulation studies. In an attempt to validate the proposed method and compare it with some other methods a real data is used.
    • Link To Document
    https://math.iranlibs.ir/dl/search/default.aspx?Term=3937&Field=0&DTC=14