Geographic Imputation of Missing Activity Space Data from Ecological Momentary Assessment (EMA) GPS Positions
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- Frank C Curriero & Martin Kulldorff & Francis P Boscoe & Ann C Klassen, 2010. "Using Imputation to Provide Location Information for Nongeocoded Addresses," PLOS ONE, Public Library of Science, vol. 5(2), pages 1-10, February.
- EunHye Yoo & C. Rudra & M. Glasgow & L. Mu, 2015. "Geospatial Estimation of Individual Exposure to Air Pollutants: Moving from Static Monitoring to Activity-Based Dynamic Exposure Assessment," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 105(5), pages 915-926, September.
- Chiara Bocci & Emilia Rocco, 2014. "Estimates for geographical domains through geoadditive models in presence of incomplete geographical information," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 23(2), pages 283-305, June.
- Mei-Po Kwan, 2018. "The Limits of the Neighborhood Effect: Contextual Uncertainties in Geographic, Environmental Health, and Social Science Research," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 108(6), pages 1482-1490, November.
- McQuoid, Julia & Thrul, Johannes & Ling, Pamela, 2018. "A geographically explicit ecological momentary assessment (GEMA) mixed method for understanding substance use," Social Science & Medicine, Elsevier, vol. 202(C), pages 89-98.
- Stahler, G.J. & Mennis, J. & Baron, D.A., 2013. "Geospatial technology and the "exposome": New perspectives on addiction," American Journal of Public Health, American Public Health Association, vol. 103(8), pages 1354-1356.
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- Yohan Kim & Scott Kelly & Deepu Krishnan & Jay Falletta & Kerryn Wilmot, 2022. "Strategies for Imputation of High-Resolution Environmental Data in Clinical Randomized Controlled Trials," IJERPH, MDPI, vol. 19(3), pages 1-17, January.
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Keywords
missing data; spatial data; imputation; geographic imputation; activity space; ecological momentary assessment; EMA;All these keywords.
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