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Using Machine Learning to Optimize the Quality of Survey Data: Protocol for a Use Case in India
BACKGROUND: Data quality is vital for ensuring the accuracy, reliability, and validity of survey findings. Strategies for ensuring survey data quality have traditionally used quality assurance procedures. Data analytics is an increasingly vital part of survey quality assurance, particularly in light...
Autores principales: | Shah, Neha, Mohan, Diwakar, Bashingwa, Jean Juste Harisson, Ummer, Osama, Chakraborty, Arpita, LeFevre, Amnesty E |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7439143/ https://www.ncbi.nlm.nih.gov/pubmed/32755886 http://dx.doi.org/10.2196/17619 |
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