Ad-hoc methods and introduction to multiple imputation
Carpenter, James (2009) Ad-hoc methods and introduction to multiple imputation. NCRM. (Unpublished)
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Abstract
1.Critique of ad-hoc methods (a) Complete case(a.k.a. Completers) analysis (b) Imputation of simple mean (c) Imputation of regression mean (d) Creating an extra category (e) Last Observation Carried Forward (LOCF) 2. Introduction to Multiple Imputation (a)Motivation (b) Intuitive explanation 3. Example 4. Summary
| Item Type: | Other |
|---|---|
| Uncontrolled Keywords: | LongR |
| Subjects: | 1. Frameworks for Research and Research Designs > 1.8 Longitudinal Research 3. Data Quality and Data Management > 3.6 Nonresponse > 3.6.1 Missing data 3. Data Quality and Data Management > 3.6 Nonresponse > 3.6.4 Imputation |
| Depositing User: | NCRM users |
| Date Deposited: | 22 Nov 2022 22:11 |
| Last Modified: | 22 Nov 2022 22:11 |
| URI: | https://eprints.ncrm.ac.uk/id/eprint/4777 |
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