Multicollinearity applied stepwise stochastic imputation: a large dataset imputation through correlation-based regression
Abstract This paper presents a stochastic imputation approach for large datasets using a correlation selection methodology when preferred commercial packages struggle to iterate due to numerical problems. A variable range-based guard rail modification is proposed that benefits the convergence rate o...
Gardado en:
| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
SpringerOpen
2023-02-01
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| Series: | Journal of Big Data |
| Assuntos: | |
| Acceso en liña: | https://doi.org/10.1186/s40537-023-00698-4 |
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