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Initial data analysis for longitudinal studies to build a solid foundation for reproducible analysis
2023-12-06
health informatics
Title + abstract only
View on medRxiv
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Initial data analysis (IDA) is the part of the data pipeline that takes place between the end of data retrieval and the beginning of data analysis that addresses the research question. Systematic IDA and clear reporting of the IDA findings is an important step towards reproducible research. A general framework of IDA for observational studies includes data cleaning, data screening, and possible updates of pre-planned statistical analyses. Longitudinal studies, where participants are observed rep...
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