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Missing value imputation in a data matrix using the regularised singular value decomposition

Some statistical analysis techniques may require complete data matrices, but a frequent problem in the construction of databases is the incomplete collection of information for different reasons. One option to tackle the problem is to estimate and impute the missing data. This paper describes a form...

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Detalles Bibliográficos
Autores principales: Arciniegas-Alarcón, Sergio, García-Peña, Marisol, Krzanowski, Wojtek J., Rengifo, Camilo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10407287/
https://www.ncbi.nlm.nih.gov/pubmed/37560402
http://dx.doi.org/10.1016/j.mex.2023.102289