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Open Access
Peer-reviewed
Research Article
Multivariate random forest prediction of poverty and malnutrition prevalence
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Chris Browne ,
Roles Conceptualization, Data curation, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: cnb49@cornell.edu
Affiliation Center for Applied Mathematics, Cornell University, Ithaca, NY, United States of America
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David S. Matteson ,
Contributed equally to this work with: David S. Matteson, Linden McBride, Christopher B. Barrett
Roles Methodology, Supervision, Writing – review & editing
Affiliation Department of Statistics & Data Science, Cornell University, Ithaca, NY, United States of America
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Linden McBride ,
Contributed equally to this work with: David S. Matteson, Linden McBride, Christopher B. Barrett
Roles Data curation, Investigation, Methodology, Writing – review & editing
Affiliation Department of Economics, St. Mary’s College of Maryland, St. Mary’s City, MD, United States of America
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Leiqiu Hu ,
Roles Data curation, Writing – review & editing
¶‡These authors also contributed equally to this work.
Affiliation Department of Atmospheric and Earth Science, University of Alabama in Huntsville, Huntsville, AL, United States of America
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Yanyan Liu ,
Roles Data curation, Writing – review & editing
¶‡These authors also contributed equally to this work.
Affiliation Markets, Trade and Institutions Division, International Food Policy Research Institute, Washington, DC, United States of America
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Ying Sun ,
Roles Conceptualization, Data curation, Writing – review & editing
¶‡These authors also contributed equally to this work.
Affiliation School of Integrative Plant Science, Soil and Crop Sciences Section, Cornell University, Ithaca, NY, United States of America
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Jiaming Wen ,
Roles Data curation, Writing – review & editing
¶‡These authors also contributed equally to this work.
Affiliation School of Integrative Plant Science, Soil and Crop Sciences Section, Cornell University, Ithaca, NY, United States of America
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Christopher B. Barrett
Contributed equally to this work with: David S. Matteson, Linden McBride, Christopher B. Barrett
Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing
Affiliation Charles H. Dyson School of Applied Economics and Management, Cornell University, Ithaca, NY, United States of America
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Multivariate random forest prediction of poverty and malnutrition prevalence
- Chris Browne,
- David S. Matteson,
- Linden McBride,
- Leiqiu Hu,
- Yanyan Liu,
- Ying Sun,
- Jiaming Wen,
- Christopher B. Barrett
- Published: September 8, 2021
- https://doi.org/10.1371/journal.pone.0255519