{
  "id": "math/0406453",
  "version": "v1",
  "published": "2004-06-23T07:59:03.000Z",
  "updated": "2004-06-23T07:59:03.000Z",
  "title": "Finite sample properties of multiple imputation estimators",
  "authors": [
    "Jae Kwang Kim"
  ],
  "journal": "Annals of Statistics 2004, Vol. 32, No. 2, 766-783",
  "doi": "10.1214/009053604000000175",
  "categories": [
    "math.ST",
    "stat.TH"
  ],
  "abstract": "Finite sample properties of multiple imputation estimators under the linear regression model are studied. The exact bias of the multiple imputation variance estimator is presented. A method of reducing the bias is presented and simulation is used to make comparisons. We also show that the suggested method can be used for a general class of linear estimators.",
  "revisions": [
    {
      "version": "v1",
      "updated": "2004-06-23T07:59:03.000Z"
    }
  ],
  "analyses": {
    "subjects": [
      "62D05",
      "62J99"
    ],
    "keywords": [
      "finite sample properties",
      "multiple imputation estimators",
      "multiple imputation variance estimator",
      "linear regression model",
      "exact bias"
    ],
    "tags": [
      "journal article"
    ],
    "publication": {
      "publisher": "Institute of Mathematical Statistics",
      "journal": "Ann. Stat."
    },
    "note": {
      "typesetting": "TeX",
      "pages": 0,
      "language": "en",
      "license": "arXiv",
      "status": "editable",
      "adsabs": "2004math......6453K"
    }
  }
}