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Methods for imputation of missing values in air quality data sets

Atmospheric Environment · 2004 · Vol. 38(18) · pp. 2895–2907

Heikki Junninen(Joint Research Centre)Harri Niska✉(University of Eastern Finland)Kari Tuppurainen(University of Eastern Finland)Juhani Ruuskanen(University of Eastern Finland)Mikko Kolehmainen(University of Eastern Finland)

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Air Quality Monitoring and Forecasting Air Quality and Health Impacts Water Quality Monitoring and AnalysisMissing dataImputation (statistics)Multivariate statisticsUnivariateStatisticsMean squared errorMathematicsInterpolation (computer graphics)Computer scienceArtificial intelligence

Citations

620

FWCI

10.01

field-weighted impact

References

21

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98%

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Citations per year

References

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Biometrika · 1976 · 9,558 citations

Statistics for the evaluation and comparison of models

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Statistical Analysis with Missing Data

Technometrics · 1988 · 3,119 citations

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