Geographic Imputation of Missing Activity Space Data from Ecological Momentary Assessment (EMA) GPS Positions

Geographic Imputation of Missing Activity Space Data from Ecological Momentary Assessment (EMA) GPS Positions

This research presents a pilot study to develop and compare methods of geographic imputation for estimating the location of missing activity space data collected using geographic ecological momentary assessment (GEMA). As a demonstration, we use data from a previously published analysis of the effec...

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Bibliographic Details
Main Authors: Jeremy Mennis, Michael Mason, Donna L. Coffman, Kevin Henry
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:International Journal of Environmental Research and Public Health
Subjects:
missing data
spatial data
imputation
geographic imputation
activity space
ecological momentary assessment
EMA
Online Access:https://www.mdpi.com/1660-4601/15/12/2740

Internet

https://www.mdpi.com/1660-4601/15/12/2740

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