Cargando…
Practical strategies for handling breakdown of multiple imputation procedures
Multiple imputation is a recommended method for handling incomplete data problems. One of the barriers to its successful use is the breakdown of the multiple imputation procedure, often due to numerical problems with the algorithms used within the imputation process. These problems frequently occur...
Autores principales: | Nguyen, Cattram D., Carlin, John B., Lee, Katherine J. |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8017730/ https://www.ncbi.nlm.nih.gov/pubmed/33794933 http://dx.doi.org/10.1186/s12982-021-00095-3 |
Ejemplares similares
-
Model checking in multiple imputation: an overview and case study
por: Nguyen, Cattram D., et al.
Publicado: (2017) -
Recovery of information from multiple imputation: a simulation study
por: Lee, Katherine J, et al.
Publicado: (2012) -
Evaluation of multiple imputation approaches for handling missing covariate information in a case-cohort study with a binary outcome
por: Middleton, Melissa, et al.
Publicado: (2022) -
Handling of missing data with multiple imputation in observational studies that address causal questions: protocol for a scoping review
por: Mainzer, Rheanna, et al.
Publicado: (2023) -
The use of complete-case and multiple imputation-based analyses in molecular epidemiology studies that assess interaction effects
por: Desai, Manisha, et al.
Publicado: (2011)