Spatial and Machine Learning Approach to Model Childhood Stunting in Pakistan: Role of Socio-Economic and Environmental Factors
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- Aireen Grace Andal, 2022. "Situating children’s lives in coastal cities: Prospects and challenges in urban planning in five Southeast Asian cities," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(2), pages 279-292, April.
- Katarzyna Kopczewska, 2022.
"Spatial machine learning: new opportunities for regional science,"
The Annals of Regional Science, Springer;Western Regional Science Association, vol. 68(3), pages 713-755, June.
- Katarzyna Kopczewska, 2021. "Spatial Machine Learning – New Opportunities for Regional Science," Working Papers 2021-16, Faculty of Economic Sciences, University of Warsaw.
- Muhammad Shahid & Waqar Ameer & Najma Iqbal Malik & Muhammad Babar Alam & Farooq Ahmed & Madeeha Gohar Qureshi & Huiping Zhao & Juan Yang & Sidra Zia, 2022. "Distance to Healthcare Facility and Lady Health Workers’ Visits Reduce Malnutrition in under Five Children: A Case Study of a Disadvantaged Rural District in Pakistan," IJERPH, MDPI, vol. 19(13), pages 1-13, July.
- Jenny Doorn & Peter Verhoef & Tammo Bijmolt, 2007. "The importance of non-linear relationships between attitude and behaviour in policy research," Journal of Consumer Policy, Springer, vol. 30(2), pages 75-90, June.
- Manuel Llorca-Jaña & Diego Barría Traverso & Diego del Barrio Vásquez & Javier Rivas, 2021. "Malnutrition Rates in Chile from the Nitrate Era to the 1990s," IJERPH, MDPI, vol. 18(24), pages 1-17, December.
- Anita Rath, 2022. "Urban poverty and vulnerability in global South: An alternative multidimensional framework for measurement and targeting," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(2), pages 376-395, April.
- Subhojit Shaw & Junaid Khan & Balram Paswan, 2020. "Spatial modeling of child malnutrition attributable to drought in India," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 65(3), pages 281-290, April.
- Laishram Ladusingh & Manoj Alagarajan & Konsam Dinachandra Singh, 2015. "What Explains Child Malnutrition of Indigenous People of Northeast India?," Working Papers id:7539, eSocialSciences.
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Keywords
child malnutrition; climate vulnerability; multi-dimensional poverty; spatial regression; spatial clustering;All these keywords.
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