A comparison of two variance estimation techniques : the jackknife method and the linearized jackknife method / Roanna M. Beebakhee. : CS11-619/95-5E-PDF
"The jackknife method of variance estimation is used extensively for surveys with complex designs. Although it has desirable statistical properties, it is computer intensive resulting in relatively high costs. In addition, when it is used for estimating the variance of regression estimators under a stratified multi-stage cluster design, it requires the calculation of matrix inverses which has the potential of generating computational degeneracies. An alternative method, known as the linearized jackknife method has been proposed and its theoretical properties have been investigated by Yung and Rao (1995). An empirical study has been undertaken which applies both variance methods to a number of household surveys conducted by Statistics Canada. Further, the linearized jackknife variance method and the customary Taylor linearization variance method are compared to the jackknife method"--Abstract.
Lien permanent pour cette publication :
publications.gc.ca/pub?id=9.841015&sl=1
| Ministère/Organisme | Canada. Statistics Canada. Methodology Branch. |
|---|---|
| Titre | A comparison of two variance estimation techniques : the jackknife method and the linearized jackknife method / Roanna M. Beebakhee. |
| Titre de la série | Working paper ; 95-5 |
| Type de publication | Série - Voir l'enregistrement principal |
| Langue | [Anglais] |
| Format | Électronique |
| Document électronique | |
| Note(s) | Digitized edition from print [produced by Statistics Canada]. "HSMD-95-005-E." "June 1995." Includes bibliographic references. |
| Information sur la publication | [Ottawa] : Statistics Canada, 1995. |
| Auteur / Contributeur | Beebakhee, Roanna M. |
| Description | 25 p. |
| Numéro de catalogue |
|
| Numéro de catalogue du ministère | 11-619E no. 95-05 |
| Descripteurs | Statistical analysis Methodology Surveys |
Demander des formats alternatifs
Pour demander une publication dans un format alternatif, remplissez le formulaire électronique des publications du gouvernement du Canada. Utilisez le champ du formulaire «question ou commentaire» pour spécifier la publication demandée.- Date de modification :