Acknowledgement
This research was supported by the Academic Research Fund of Hoseo University in 2020(Research No : 2020-0838). We would like to express our sincere thanks once again to three anonymous reviewers who provided constructive and developmental opinions to publish this manuscript.
References
- Brabanter, K. D., Brabanter, J. D., Moor, B. D., and Gijbles, I., "Derivative estimation with local polynomial, fitting", Journal of Machine Learning Research, Vol. 14, 2013, pp. 281-301.
- Cameron, A. C. and Trivedi, P. K., "Microeconometrics using Stata", Stata Press, Revised Edition, 2010, pp. 1-604.
- Chae, D. W., Lee, M. B., Jung, K. O., "Analysis of Factors for Private Universities Educational Restitution Rate using Data Mining", Journal of Information Technology Applications & Management, Vol. 27 No. 6. 2020, pp. 153-170.
- Cho, O. K., "The direction of university system reform for shared growth of universities", Korea Educational Development Institute, Research Report, 2019.
- Clyde, M. A., Ghosh, J., and Littman, M. L., "Bayesian adaptive sampling for variable selection and model averaging", Journal of Computational and Graphical Statistics, Vol. 20, 2011, pp. 80-101. https://doi.org/10.1198/jcgs.2010.09049
- Fox, J. and Weisberg, S., "Companion to Applied Regression.[R package]. Retrieved from https://cran.r-project.org/package=car", 2018.
- Greene, W. H., Econometric Analysis (Seventh ed.), Boston: Pearson Education, 2012, pp. 824-827.
- Ha, H. B., Byun, Y. H., and Jun, T. Y., "Diverse Resource Allocations to Improve the Competitiveness of Diverse Universities", Korean Business Education Review, Vol. 26, No. 2, 2011, pp. 517-545.
- Jang, S. Y., "Financial comparative analysis of domestic and foreign universities," Korean Council for University Education, Vol. 1, 2003, pp. 52-62.
- Kahng, M. W., "Remarks on standardized regression coefficients in linear regression", Journal of the Korean Data Analysis Society, Vol. 19, No. 1, 2017, pp. 151-158. https://doi.org/10.37727/jkdas.2017.19.1.151
- Kim, J. M., "Higher education data analysis research to improve university evaluation", KEDI, Research Report, 2015, pp. 1-213.
- Kim, K. H. and Lee, K. H., "A Study on the Improvement of University Information Disclosure System", The Journal of Korean Teacher Education, Vol. 28, No. 2, 2011, pp. 341-364. https://doi.org/10.24211/tjkte.2011.28.2.341
- Kim, S. K., "An Analysis of the Accomplishments of Strategies of Funding Project for Differentiated University," The Korean Educational Administration Society, Vol. 27, No. 2, 2009, pp. 129-149.
- Kim, M. R., "Analysis of the actual condition of university evaluation operation to establish the direction of university structural reform evaluation", KEDI Research Report, OR2014-07, 2014, pp. 1-279.
- Korea Council for University Education - www.kcue.or.kr, 2020.
- Lee, B. H. and Moon, Y. J., "A study on the Performance Evaluation of Private Colleges Using the Multi-Regression Analysis and DEA Combination Model", KALCI, Vol. 19, No. 24, 2019, pp. 359-383.
- Lee, D. H. and Cho, S. J., "Prediction of the Pass/Fail in Accreditation of International Education Quality Assurance System: Published Data Analyses in a Discrete Choice Model", Korean Business Education Review Vol. 35 No. 3, 2020, pp. 49-70.
- Lee, D. W. and Oh, I., "Analysis on the Efficiency of College using DEA", Korea Society of Innovation, Vol. 2, 2020, pp. 139-170.
- Lee, S. J., "Higher education policy and measures to strengthen university competitiveness", Korean Society for Computational Accounting and Accounting, Regular Academic Conference, 2011, pp. 105-122.
- Lim, D. H. and Kwon, G. H., "A Study on the Factors Influencing of the Educational Gap through the Human Capital Theory", Korean Association For Policy Science, Vol. 3. 2013, pp. 185-213.
- Ly, A., Marsman, M., and Wagenmakers, E.-J., "Analytic Posteriors for Pearson's Correlation Coefficient", Statistica Neerlandica, Vol. 72, No 1, 2018, pp. 4-13. https://doi.org/10.1111/stan.12111
- Ly, A., Verhagen, A. J., and Wagenmakers, E.-J., "Harold Jeffreys. Journal of Mathematical Psychology", Vol. 72, 2016, pp. 19-32. https://doi.org/10.1016/j.jmp.2015.06.004
- McCullagh, P., "Regression Models for Ordinal Data", Journal of the Royal Statistical Society Series B (Methodological), Vol 42, No 2, 1980, pp. 109-142. https://doi.org/10.1111/j.2517-6161.1980.tb01109.x
- Ministry of Education, "Demographic Change & Response to the 4th industrial revolution {university innovation support plan)", Morning Press Release, 2019. 8. 7.
- Ministry of Education. "Announcement of 272 universities with financial support", Press, 2019. 9. 2.
- Norton, E. C., Dowd, B. E., and Maciejewski, M. L., "Marginal Effects-Quantifying the Effect of Changes in Risk Factors in Logistic Regression Models", JAMA, Vol. 13, 2019, pp. 1304-1305.
- Park, S. R., "Applied Econometrics using Stata", ParkYounSa, Second Edition, 2020, pp. 1-602.
- Revelle, W., "Psych: Procedures for Psychological, Psychometric, and Personality Research", R package, Retrieved from the 2019.
- Turvey, R., "Marginal Cost", The Economic Journal, Vol. 79, No. 314, 1 June 1969, pp. 282-299. https://doi.org/10.2307/2230169
- Williams, R., "Generalized Ordered Logit/Partial Proportional Odds Models for Ordinal Dependent Variables", The Stata Journal, Vol. 6, No. 1, 2006, pp. 58-82. https://doi.org/10.1177/1536867x0600600104
- Woo, S. K. and Jung, Y. W., "Measuring Efficiency of University Management: Assessment on Effectiveness of University Evaluation Policy", Korean Public Administration Quarterly, Vol. 27, No. 4, 2015, pp. 1265-1285.
- www.academyinfo.go.kr, 2020.
- Ylijoki, O. H., "University Under Structural Reform: A Micro-Level Perspective", Metrics, Vol. 52, 2014, pp. 55-75