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On Variable Importance in Linear Regression

Author

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  • D. Thomas
  • Edward Hughes
  • Bruno Zumbo

Abstract

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Suggested Citation

  • D. Thomas & Edward Hughes & Bruno Zumbo, 1998. "On Variable Importance in Linear Regression," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 45(1), pages 253-275, November.
    • Handle: RePEc:spr:soinre:v:45:y:1998:i:1:p:253-275
    DOI: 10.1023/A:1006954016433
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    Citations

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    Cited by:

    1. Amery Wu & Yan Liu & Anne Gadermann & Bruno Zumbo, 2010. "Multiple-Indicator Multilevel Growth Model: A Solution to Multiple Methodological Challenges in Longitudinal Studies," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 97(2), pages 123-142, June.
    2. Leah J. Ferguson & Margo E. K. Adam & Katie E. Gunnell & Kent C. Kowalski & Diane E. Mack & Amber D. Mosewich & Noreen Murphy, 2022. "Self-Compassion or Self-Criticism? Predicting Women Athletes’ Psychological Flourishing in Sport in Canada," Journal of Happiness Studies, Springer, vol. 23(5), pages 1923-1939, June.
    3. 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.
    4. Cebiroglu, Gökhan & Hautsch, Nikolaus & Walsh, Christopher, 2019. "Revisiting the stealth trading hypothesis: Does time-varying liquidity explain the size-effect?," CFS Working Paper Series 625, Center for Financial Studies (CFS).
    5. Bruno Zumbo & Alex Michalos, 2000. "Quality of Life in Jasper, Alberta," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 49(2), pages 121-145, February.
    6. Kimberly Thomson & Kimberly Schonert-Reichl & Eva Oberle, 2015. "Optimism in Early Adolescence: Relations to Individual Characteristics and Ecological Assets in Families, Schools, and Neighborhoods," Journal of Happiness Studies, Springer, vol. 16(4), pages 889-913, August.
    7. Elsy Verhofstadt & Brent Bleys & Luc Van Ootegem, 2015. "Reference-Dependency of Happiness Ratings," Journal of Happiness Studies, Springer, vol. 16(6), pages 1437-1454, December.
    8. Barry Forer & Anita Minh & Jennifer Enns & Simon Webb & Eric Duku & Marni Brownell & Nazeem Muhajarine & Magdalena Janus & Martin Guhn, 2020. "A Canadian Neighbourhood Index for Socioeconomic Status Associated with Early Child Development," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 13(4), pages 1133-1154, August.
    9. Hoeffler, Anke & Sterck, Olivier, 2022. "Is Chinese aid different?," World Development, Elsevier, vol. 156(C).
    10. Miika Kujanpää & Christine Syrek & Dirk Lehr & Ulla Kinnunen & Jo Annika Reins & Jessica Bloom, 2021. "Need Satisfaction and Optimal Functioning at Leisure and Work: A Longitudinal Validation Study of the DRAMMA Model," Journal of Happiness Studies, Springer, vol. 22(2), pages 681-707, February.
    11. Ulrike Grömping & Sabine Landau, 2010. "Do not adjust coefficients in Shapley value regression," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 26(2), pages 194-202, March.
    12. Guo Chen, 2012. "Structural Evaluation of Institutional Bias in China's Urban Housing: The Case of Guangzhou," Environment and Planning A, , vol. 44(12), pages 2867-2882, December.
    13. Olivier Sterck, 2018. "On the economic importance of the determinants of long-term growth," CSAE Working Paper Series 2018-20, Centre for the Study of African Economies, University of Oxford.
    14. Anne M. Gadermann & Martin Guhn & Kimberly A. Schonert-Reichl & Shelley Hymel & Kimberly Thomson & Clyde Hertzman, 2016. "A Population-Based Study of Children’s Well-Being and Health: The Relative Importance of Social Relationships, Health-Related Activities, and Income," Journal of Happiness Studies, Springer, vol. 17(5), pages 1847-1872, October.
    15. Bharamappanavara, S.C. & Jose, M., 2015. "Group Dynamics and Collective Performance of Self-help Groups under Different Microcredit Delivery Models in Karnataka," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 28(1).
    16. Anne Gadermann & Bruno Zumbo, 2007. "Investigating the Intra-Individual Variability and Trajectories of Subjective Well-being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 81(1), pages 1-33, March.
    17. Pereira, John & Sorwar, Ghulam & Nurullah, Mohamed, 2018. "What drives corporate CDS spreads? A comparison across US, UK and EU firms," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 56(C), pages 188-200.

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