Concepedia

Imputation methods for addressing missing data in short-term monitoring of air pollutants

Steven J. Hadeed, Mary Kay O’Rourke, Jefferey L. Burgess, Robin B. Harris, Robert A. Canales

The Science of The Total Environment · 2020 · 118 citations · 25 references

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References

25

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 353K citations · Full text

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Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

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Statistical Analysis With Missing Data

Maureen Lahiff, Roderick J. A. Little, Donald B. Rubin · Journal of the American Statistical Association · 1989 · 17.5K citations

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<b>mice</b>: Multivariate Imputation by Chained Equations in<i>R</i>

Stef van Buuren, Karin Groothuis‐Oudshoorn · Journal of Statistical Software · 2011 · 13.6K citations · Full text

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MICE: Multivariate Imputation by Chained Equations in R

Stef van Buuren, Karin Groothuis‐Oudshoorn · 2010 · 6.2K citations · Full text

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