Estimation of missing values in air pollution dataset by using various imputation methods

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Estimation of missing values in air pollution dataset by using various imputation methods

The aim of this study is to determine the best imputation method to fill in the various gaps of missing values in air pollution dataset. Ten imputation methods such as Series Mean, Linear Interpolation, Mean Nearest Neighbour, Expectation Maximization, Markov Chain Monte Carlo, 12-hours Moving Avera...

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Bibliographic Details
Published in:	International Journal of Conservation Science
Main Author:	Sukatis F.F.; Noor N.M.; Zakaria N.A.; Ul-Saufie A.Z.; Suwardi A.
Format:	Article
Language:	English
Published:	Alexandru Ioan Cuza University of Iasi 2019
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087395821&partnerID=40&md5=a921f877d0da2d9d3c0a31ace6b34297

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