Correcting for Selective Nonresponse in the National Longitudinal Survey of Youth Using Multiple Imputation.
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| Title: | Correcting for Selective Nonresponse in the National Longitudinal Survey of Youth Using Multiple Imputation. |
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| Language: | English |
| Authors: | Davey, Adam, Shanahan, Michael J., Schafer, Joseph L. |
| Source: | Journal of Human Resources. Sum 2001 36(3):500-519. |
| Peer Reviewed: | Y |
| Page Count: | 20 |
| Publication Date: | 2001 |
| Document Type: | Journal Articles Reports - Research |
| Descriptors: | Family Characteristics, Longitudinal Studies, Research Problems, Statistical Bias |
| Assessment and Survey Identifiers: | National Longitudinal Survey of Youth |
| ISSN: | 0022-166X |
| Abstract: | Principal components analysis revealed four patterns of nonresponse on children's psychosocial adjustment, lifetime poverty experiences, and family history. Results from examining latent growth curve models using listwise deletion and multiple imputation indicated that multiple imputation corrected for selective nonresponse, providing less-biased estimates and standard errors. (Contains 18 references.) (SK) |
| Entry Date: | 2002 |
| Accession Number: | EJ628925 |
| Database: | ERIC |
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| Abstract: | Principal components analysis revealed four patterns of nonresponse on children's psychosocial adjustment, lifetime poverty experiences, and family history. Results from examining latent growth curve models using listwise deletion and multiple imputation indicated that multiple imputation corrected for selective nonresponse, providing less-biased estimates and standard errors. (Contains 18 references.) (SK) |
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| ISSN: | 0022-166X |
