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Solving Multicollinearity in the Process of Fitting Regression Model Using the Nested Estimate Procedure

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  • Feng-Jenq Lin

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  • Feng-Jenq Lin, 2008. "Solving Multicollinearity in the Process of Fitting Regression Model Using the Nested Estimate Procedure," Quality & Quantity: International Journal of Methodology, Springer, vol. 42(3), pages 417-426, June.
    • Handle: RePEc:spr:qualqt:v:42:y:2008:i:3:p:417-426
    DOI: 10.1007/s11135-006-9055-1
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    Cited by:

    1. Francisco J. A. Cysneiros & Víctor Leiva & Shuangzhe Liu & Carolina Marchant & Paulo Scalco, 2019. "A Cobb–Douglas type model with stochastic restrictions: formulation, local influence diagnostics and data analytics in economics," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 1693-1719, July.
    2. Yow-Jen Jou & Chien-Chia Huang & Hsun-Jung Cho, 2014. "A VIF-based optimization model to alleviate collinearity problems in multiple linear regression," Computational Statistics, Springer, vol. 29(6), pages 1515-1541, December.
    3. Ratan J. S. Dheer, 2017. "Cross-national differences in entrepreneurial activity: role of culture and institutional factors," Small Business Economics, Springer, vol. 48(4), pages 813-842, April.
    4. Jinse Jacob & R. Varadharajan, 2023. "Simultaneous raise regression: a novel approach to combating collinearity in linear regression models," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(5), pages 4365-4386, October.
    5. Nur Ainna Ramli & Hengky Latan & Gilbert V. Nartea, 2018. "Why Should PLS-SEM Be Used Rather Than Regression? Evidence from the Capital Structure Perspective," International Series in Operations Research & Management Science, in: Necmi K. Avkiran & Christian M. Ringle (ed.), Partial Least Squares Structural Equation Modeling, chapter 0, pages 171-209, Springer.
    6. Ratan J. S. Dheer & Len J. Treviño, 2022. "Explaining the rate of opportunity compared to necessity entrepreneurship in a cross-cultural context: Analysis and policy implications," Journal of International Business Policy, Palgrave Macmillan, vol. 5(1), pages 29-55, March.
    7. Imran Ur Rahman & Mohsin Shafi & Liu Junrong & Enitilina Tatiani M.K. Fetuu & Shah Fahad & Buddhi Prasad Sharma, 2021. "Infrastructure and Trade: An Empirical Study Based on China and Selected Asian Economies," SAGE Open, , vol. 11(3), pages 21582440211, July.
    8. Catalina Garcia & José Pérez & José Liria, 2011. "The raise method. An alternative procedure to estimate the parameters in presence of collinearity," Quality & Quantity: International Journal of Methodology, Springer, vol. 45(2), pages 403-423, February.
    9. Ingvild Reymert & Taran Thune, 2023. "Task complementarity in academic work: a study of the relationship between research, education and third mission tasks among university professors," The Journal of Technology Transfer, Springer, vol. 48(1), pages 331-360, February.
    10. Anne Michaels & Michael Grüning, 2016. "Glaubwürdigkeit von CSR-Konzepten – Die Einflüsse von CSR-Publizität und Corporate Identity auf CSR-Reputation," NachhaltigkeitsManagementForum | Sustainability Management Forum, Springer, vol. 24(2), pages 179-193, November.
    11. Sengupta, Pooja & Biswas, Baidyanath & Kumar, Ajay & Shankar, Ravi & Gupta, Shivam, 2021. "Examining the predictors of successful Airbnb bookings with Hurdle models: Evidence from Europe, Australia, USA and Asia-Pacific cities," Journal of Business Research, Elsevier, vol. 137(C), pages 538-554.
    12. Kyung-Duk Min & Ju-Yeun Lee & Yeonghwa So & Sung-il Cho, 2019. "Deforestation Increases the Risk of Scrub Typhus in Korea," IJERPH, MDPI, vol. 16(9), pages 1-10, April.
    13. Anne Michaels & Michael Grüning, 2017. "Relationship of corporate social responsibility disclosure on information asymmetry and the cost of capital," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 28(3), pages 251-274, October.
    14. Emanuele Teti & Ilaria Montefusco, 2022. "Corporate governance and IPO underpricing: evidence from the italian market," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 26(3), pages 851-889, September.
    15. Kim, Do-Hoon, 2020. "Human factors influencing the ship operator's perceived risk in the last moment of collision encounter," Reliability Engineering and System Safety, Elsevier, vol. 203(C).
    16. Stefania Veltri & Francesco De Luca & Ho‐Tan‐Phat Phan, 2020. "Do investors value companies' mandatory nonfinancial risk disclosure? An empirical analysis of the Italian context after the EU Directive," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2226-2237, September.
    17. Naveed Ahmad Faraz & Fawad Ahmed & Zhengde Xiong, 2024. "How firms leverage corporate environmental strategy to nurture green behavior: Role of multi‐level environmentally responsible leadership," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(1), pages 243-259, January.
    18. Massimiliano Giacalone & Demetrio Panarello & Raffaele Mattera, 2018. "Multicollinearity in regression: an efficiency comparison between Lp-norm and least squares estimators," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(4), pages 1831-1859, July.
    19. C. Troise & D. Matricano & E. Candelo & L. Schjoedt, 2022. "A ten-year cross-national examination of the dance between intuition and rationality in entrepreneurial processes," International Entrepreneurship and Management Journal, Springer, vol. 18(2), pages 663-692, June.

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