Bias Amplification and Variance Inflation in Distributed Lag Models Using Low-Spatial-Resolution Data

Leung, M., Rowland, S. T., Coull, B. A., Modest, A. M., Hacker, M. R., Schwartz, J., Kioumourtzoglou, M.-A., Weisskopf, M. G., & Wilson, A. (2022). Bias Amplification and Variance Inflation in Distributed Lag Models Using Low-Spatial-Resolution Data. American Journal of Epidemiology, 192(4), 644–657. https://doi.org/10.1093/aje/kwac220
Authors:
Michael Leung
Sebastian T. Rowland
Brent A. Coull
Anna M. Modest
Michele R. Hacker
Joel Schwartz
Marianthi-Anna Kioumourtzoglou
Marc G. Weisskopf
Ander Wilson
Affiliated Authors:
Sebastian T. Rowland
Marianthi-Anna Kioumourtzoglou
Columbia Affiliation:
Author Keywords:
air pollution
bias amplification
birth weight
concurvity
distributed lag models
spatial resolution
variance inflation
z-bias
elink
Publication Type:
Article
Unique ID:
10.1093/aje/kwac220
PMID:
36562713
DOI:
10.1093/aje/kwac220
Journal:
American Journal of Epidemiology
Publication Date:
Data Source:
Scopus
Source Link:
View Scopus Record
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Record Created: