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Small Samples and Ordered Logistic Regression: Does it Help to Collapse Categories of Outcome?

Author

Listed:
  • Murad H.
  • Fleischman A.
  • Sadetzki S.
  • Geyer O.
  • Freedman L.S.

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Suggested Citation

  • Murad H. & Fleischman A. & Sadetzki S. & Geyer O. & Freedman L.S., 2003. "Small Samples and Ordered Logistic Regression: Does it Help to Collapse Categories of Outcome?," The American Statistician, American Statistical Association, vol. 57, pages 155-160, August.
    • Handle: RePEc:bes:amstat:v:57:y:2003:m:august:p:155-160
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    Cited by:

    1. Reza Mortazavi & Magdalena Lundberg, 2020. "Expenditure-based segmentation of tourists taking into account unobserved heterogeneity: The case of Venice," Tourism Economics, , vol. 26(3), pages 475-499, May.
    2. Cornelius K. A. Pienaah & Evans Batung & Suleman Ansumah Saaka & Kamaldeen Mohammed & Isaac Luginaah, 2023. "Early Warnings and Perceived Climate Change Preparedness among Smallholder Farmers in the Upper West Region of Ghana," Land, MDPI, vol. 12(10), pages 1-19, October.
    3. Daphna Harel & Russell J. Steele, 2018. "An Information Matrix Test for the Collapsing of Categories Under the Partial Credit Model," Journal of Educational and Behavioral Statistics, , vol. 43(6), pages 721-750, December.
    4. Tomasz Mickiewicz & Anna Rebmann & Arnis Sauka, 2019. "To Pay or Not to Pay? Business Owners’ Tax Morale: Testing a Neo-Institutional Framework in a Transition Environment," Journal of Business Ethics, Springer, vol. 157(1), pages 75-93, June.
    5. Chowdhury, K.P., 2021. "Functional analysis of generalized linear models under non-linear constraints with applications to identifying highly-cited papers," Journal of Informetrics, Elsevier, vol. 15(1).
    6. Cornelius K. A. Pienaah & Isaac Luginaah, 2024. "The Impact of Village Savings and Loan Associations as a Financial and Climate Resilience Strategy for Mitigating Food Insecurity in Northern Ghana," Risks, MDPI, vol. 12(4), pages 1-21, March.
    7. Ucbasaran, Deniz & Westhead, Paul & Wright, Mike, 2009. "The extent and nature of opportunity identification by experienced entrepreneurs," Journal of Business Venturing, Elsevier, vol. 24(2), pages 99-115, March.
    8. William H. Greene & David A. Hensher, 2008. "Modeling Ordered Choices: A Primer and Recent Developments," Working Papers 08-26, New York University, Leonard N. Stern School of Business, Department of Economics.
    9. Shin, Wonkyu & Kim, Youngwan & Sohn, Hyuk-Sang, 2017. "Do Different Implementing Partnerships Lead to Different Project Outcomes? Evidence from the World Bank Project-Level Evaluation Data," World Development, Elsevier, vol. 95(C), pages 268-284.
    10. Shen-Ming Lee & Mei-Jih Gee & Shu-Hui Hsieh, 2011. "Semiparametric Methods in the Proportional Odds Model for Ordinal Response Data with Missing Covariates," Biometrics, The International Biometric Society, vol. 67(3), pages 788-798, September.
    11. Gabriel Rodríguez-Puello & Ariel Arcos & Benjamin Jara, 2022. "Would you Value a few More Hours of work? Underemployment and Subjective Well-Being Across Chilean Workers," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(2), pages 885-912, April.
    12. Suliman Abdalla & Elnazir Ramadan & Mohammed Ali K. Al-Belushi & Nawal Al-Hooti, 2024. "Unveiling the Role of Arab Universities in Advancing Sustainable Development Goals: A Multi-Dimensional Analysis," Sustainability, MDPI, vol. 16(14), pages 1-24, July.
    13. Wang, Jiangbo & Yamamoto, Toshiyuki & Liu, Kai, 2022. "Exploring the subscribing behavior of customized bus passengers: Active users versus inactive users," Journal of choice modelling, Elsevier, vol. 43(C).
    14. Haiyang Lu & Ivan T. Kandilov & Rong Zhu, 2022. "Does social integration matter for cohort differences in the political participation of internal migrants in China?," Review of Development Economics, Wiley Blackwell, vol. 26(3), pages 1555-1573, August.

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