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Missing Data
Published 2024“…There are several different definitions of missing data. While some might refer to data that is literally absent, as in statistical approaches to missing data that attempts to interpolate what might fill in the gaps,1 others, such as the artist and educator Mimi Ọnụọha, take “missing data” to mean something more political — “something [that] does not exist, but it should.”2 In the same line as Ọnụọha, our definition of missing data refers to information that goes uncounted (or otherwise unrecorded), despite social and political demands that such data should be collected and made available. …”
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Performance of Missing Data Approaches Under Nonignorable Missing Data Conditions
Published 2020-06-01Subjects: “…missing data…”
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Missing data: discussion points from the PSI missing data expert group.
Published 2010“…The Points to Consider Document on Missing Data was adopted by the Committee of Health and Medicinal Products (CHMP) in December 2001. …”
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Missing Data Analysis in Regression
Published 2022-12-01“…The results obtained showed that K-Nearest Neighbors works better than others in the regression of data that has missing data.…”
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Missing Data, Speculative Reading
Published 2024-05-01“…We recast the problem of missing data as an opportunity and use a combination of time series forecasting, evolutionary models, and recommendation systems to estimate the extent of missing information and speculatively fill in some gaps. …”
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Quantum Circuit for Imputation of Missing Data
Published 2024-01-01Subjects: “…Imputation missing data…”
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Missing Data Imputation for Supervised Learning
Published 2018-04-01“…Missing data imputation can help improve the performance of prediction models in situations where missing data hide useful information. …”
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Missing Data Imputation for Categorical Variables
Published 2022-09-01“…Dealing with missing data is a crucial part of everyday data analysis. …”
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The Hound of the Baskervilles and the Meaning of Missing Data
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