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Predicting women's height from their socioeconomic status

A machine learning approach

Bibliographic Data

ID5339117
AuthorsAdel Daoud (0000-0001-7478-8345, Harvard University, corresponding author), Rockli Kim (0000-0002-9864-3957, Harvard University), V Subramanian (0000-0003-2365-4165, Harvard University)
Year2019
Volume238
Pages112486
Publication date2019-10-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueSocial Science & Medicine (JOURNAL)
Journal identifiersISSN: 0277-9536 • E-ISSN: 1873-5347
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.socscimed.2019.112486
OpenAlexW2967612475
LanguageEN
Citations received6
References cited32

Econometrics · Economics · Explained variation · Geography · Linear regression · Population · Predictive power · Regression · Socioeconomic status · Sociology · Statistics · Variance (accounting · Birth, Development, and Health · Demography · Global Health Care Issues · Health disparities and outcomes · Mathematics

  • Machine learning predictive modelling for identification of predictors of acute respiratory infection and diarrhoea in Uganda’s rural and urban settings

    Open Access•Rornald Muhumuza Kananura, Melissa Morgan Medvedev•PLOS Global Public Health•2022

  • Application of machine learning to understand child marriage in India

    Open Access•Anita Raj, Nabamallika Dehingia et al.•SSM - Population Health•2020

  • Using machine learning to understand determinants of IUD use in India

    Open Access•A K Dey, Nabamallika Dehingia et al.•SSM - Population Health•2022

  • Machine learning algorithms for predicting undernutrition among under-five children in Ethiopia

    Open Access•Fikrewold H Bitew, Corey S Sparks et al.•Public Health Nutrition•2021

  • The impact of austerity on children

    Open Access•Adel Daoud, Fredrik Johansson et al.•Social Science Research•2024

  • Using Satellite Images and Deep Learning to Measure Health and Living Standards in India

    Open Access•Adel Daoud, Felipe Jordán et al.•Social Indicators Research•2023

  • The Changing Body

    Open Access•Roderick Floud, Robert William Fogel et al.•Changing Body•2011

  • Common SNPs explain a large proportion of the heritability for human height

    Open Access•Jian Yang, Beben Benyamin et al.•Nature Genetics•2010

  • Demographic and health surveys

    Open Access•Daniel J Corsi, Melissa Neuman et al.•International Journal of…•2012

  • No free lunch theorems for optimization

    Open Access•David H Wolpert, William G Macready•IEEE Transactions on Evolutionary…•1997

  • Determinants of Variation in Adult Body Height

    Open Access•Karri Silventoinen•Journal of Biosocial Science•2003

  • Adult height, nutrition, and population health

    Jessica M Perkins, V Subramanian et al.•Nutrition Reviews•2016

  • Building Predictive Models in R Using the caret Package

    Open Access•Max Kühn•Journal of Statistical Software•2008

  • Maternal and child undernutrition and overweight in low-income and middle-income countries

    Open Access•Robert E Black, Cesar G Victora et al.•The Lancet•2013

  • Machine learning approaches to the social determinants of health in the health and retirement study

    Open Access•Benjamin Seligman, Shripad Tuljapurkar et al.•SSM - Population Health•2017

  • The association of minimum wage change on child nutritional status in LMICs

    Open Access•Ninez A Ponce, Riti Shimkhada et al.•Global Public Health•2017

  • Early-life environment and adult stature in Brazil

    Open Access•Victor Hugo de Oliveira, Climent Quintana‐domeque et al.•Economics & Human Biology•2014

  • Long-term changes of socioeconomic differences in height among young adult men in Southern Sweden, 1818–1968

    Open Access•Stefan Öberg•Economics & Human Biology•2014

  • Determinants of height and biological inequality in Mediterranean Spain, 1859–1967

    Open Access•María-Isabel Ayuda, Javier Puche-Gil•Economics & Human Biology•2014

  • Unifying Studies of Scarcity, Abundance, and Sufficiency

    Open Access•Adel Daoud•Ecological Economics•2018

  • The “average” treatment effect

    Open Access•V Subramanian, Rockli Kim et al.•Social Science & Medicine•2018

  • Quality of Governance, Corruption and Absolute Child Poverty in India

    Open Access•Adel Daoud•Journal of South Asian Development•2015

  • Heights and human welfare

    Open Access•Richard H Steckel•Explorations in Economic History•2009

  • An organic view of students’ want formation

    Adel Daoud, Goran Puača•British Journal of Sociology of…•2011

  • The International Wealth Index (IWI)

    Open Access•Jeroen Smits, Roel Steendijk•Social Indicators Research•2014

  • Counterfactuals and causal inference

    Stephen L Morgan, Christopher Winship•Counterfactuals and causal…•2007

  • Examining the changing profile of undernutrition in the context of food price rises and greater inequality

    Open Access•Shailen Nandy, Adel Daoud et al.•Social Science & Medicine•2016

  • Machine Learning

    Open Access•Sendhil Mullainathan, Jann Spie et al.•The Journal of Economic…•2017

Unique citing works6
Citations per year1
Citation span2020 - 2024 (5)
Citation velocityrecent
Highly citedNo
Citation typesNeutral: 6

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