A machine learning-based assessment of subjective quality of life
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DOI: 10.1007/s42001-023-00244-5
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- Francesco Ferrante, 2009.
"Education, Aspirations and Life Satisfaction,"
Kyklos, Wiley Blackwell, vol. 62(4), pages 542-562, November.
- Francesco Ferrante, 2009. "Education, Aspirations and Life Satisfaction," Working Papers 2009-03, Universita' di Cassino, Dipartimento di Economia e Giurisprudenza.
- Shilpi Mittal & Jayprakash Chadchan & Sudipta K. Mishra, 2020. "Review of Concepts, Tools and Indices for the Assessment of Urban Quality of Life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(1), pages 187-214, May.
- Ismahene Aouadni & Abdelwaheb Rebai, 2017. "Decision support system based on genetic algorithm and multi-criteria satisfaction analysis (MUSA) method for measuring job satisfaction," Annals of Operations Research, Springer, vol. 256(1), pages 3-20, September.
- Rojas, Mariano, 2008. "Experienced Poverty and Income Poverty in Mexico: A Subjective Well-Being Approach," World Development, Elsevier, vol. 36(6), pages 1078-1093, June.
- Alex Michalos & Bruno Zumbo & Anita Hubley, 2000. "Health and the Quality of Life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 51(3), pages 245-286, September.
- M. Sirgy & Don Rahtz & Muris Cicic & Robert Underwood, 2000. "A method for assessing residents' satisfaction with community-based services: a quality-of-life perspective," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 49(3), pages 279-316, March.
- Milad Karimi & John Brazier, 2016. "Health, Health-Related Quality of Life, and Quality of Life: What is the Difference?," PharmacoEconomics, Springer, vol. 34(7), pages 645-649, July.
- Xiangren Yi & You Fu & Ryan Burns & Meng Ding, 2019. "Weight Status, Physical Fitness, and Health-Related Quality of Life among Chinese Adolescents: A Cross-Sectional Study," IJERPH, MDPI, vol. 16(13), pages 1-11, June.
- Karatzoglou, Alexandros & Meyer, David & Hornik, Kurt, 2006. "Support Vector Machines in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 15(i09).
- Luo Lu & Robin Gilmour, 2004. "Culture and conceptions of happiness: individual oriented and social oriented swb," Journal of Happiness Studies, Springer, vol. 5(3), pages 269-291, September.
- Mariano Rojas & Karen Watkins-Fassler, 2022. "Religious Practice and Life Satisfaction: A Domains-of-Life Approach," Journal of Happiness Studies, Springer, vol. 23(5), pages 2349-2369, June.
- Alex Michalos, 1986. "An application of multiple discrepancies theory (MDT) to seniors," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 18(4), pages 349-373, November.
- Ed Diener & Eunkook Suh, 1997. "Measuring Quality Of Life: Economic, Social, And Subjective Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 40(1), pages 189-216, January.
- Piotr Bialowolski & Dorota Weziak-Bialowolska, 2021. "Longitudinal Evidence for Reciprocal Effects Between Life Satisfaction and Job Satisfaction," Journal of Happiness Studies, Springer, vol. 22(3), pages 1287-1312, March.
- Robert Cummins, 1996. "The domains of life satisfaction: An attempt to order chaos," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 38(3), pages 303-328, January.
- Gérard Biau & Erwan Scornet, 2016. "A random forest guided tour," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(2), pages 197-227, June.
- Yuan, Liang & Shin, Kongjoo & Managi, Shunsuke, 2018. "Subjective Well-being and Environmental Quality: The Impact of Air Pollution and Green Coverage in China," Ecological Economics, Elsevier, vol. 153(C), pages 124-138.
- Matthias Schonlau & Rosie Yuyan Zou, 2020. "The random forest algorithm for statistical learning," Stata Journal, StataCorp LP, vol. 20(1), pages 3-29, March.
- Daisy Das, 2008. "Urban Quality of Life: A Case Study of Guwahati," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 88(2), pages 297-310, September.
- Sudhir Anand and Amartya Sen, 1994. "Human development Index: Methodology and Measurement," Human Development Occasional Papers (1992-2007) HDOCPA-1994-02, Human Development Report Office (HDRO), United Nations Development Programme (UNDP).
- Gérard Biau & Erwan Scornet, 2016. "Rejoinder on: A random forest guided tour," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(2), pages 264-268, June.
- Mariano Rojas, 2006. "Life satisfaction and satisfaction in domains of life: is it a simple relationship?," Journal of Happiness Studies, Springer, vol. 7(4), pages 467-497, November.
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Keywords
Quality of life; Urban; Satisfaction; Machine learning;All these keywords.
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