중소창업기업성장과 기술혁신역량의 실증분석
Empirical Analysis of Technology Innovation Capability on Small-Midium Firm Growth
0
조회
0
다운로드
4
인용
0
참고문헌
키워드
초록
The role of the national economy of small and medium-sized entrepreneurs is important in the environment of rapid competition and global competition. In this study, technology innovation ability and degree of its influence are measured by quintile as a key factor determining the size of Korean small and medium start-up companies. We apply the method of the quintile regression method as a method to overcome the theoretical limit of the existing research method which is focused on the application of the general regression analysis method. Next, as shown in the data to be empirically analyzed, the problem is explained in the traditional regression methods in the cross-analysis environment between the quintile of the response variables, and the alternative quintile regression method which improves the problem is applied.
Abstract
The role of the national economy of small and medium-sized entrepreneurs is important in the environment of rapid competition and global competition. In this study, technology innovation ability and degree of its influence are measured by quintile as a key factor determining the size of Korean small and medium start-up companies. We apply the method of the quintile regression method as a method to overcome the theoretical limit of the existing research method which is focused on the application of the general regression analysis method. Next, as shown in the data to be empirically analyzed, the problem is explained in the traditional regression methods in the cross-analysis environment between the quintile of the response variables, and the alternative quintile regression method which improves the problem is applied.
참고문헌 (15)
- 설원식, "종단적 자료를 활용한 벤처기업의 생존 및 성장 영향요인에 관한 실증연구", 중소기업연구, 33(1), pp.51~74 (2011), 한국중소기업학회
- 중소기업의 진입과 성장에 대한 실증분석 - 혁신주도형 경제로의 전환에 있어서 중소기업의 역할, "안상훈", 한국개발연구원, ~ (2005)
- 윤병선, "창업기업의 혁신전략과 혁신문화가 역동적 역량과 기술적 역량을 통해 경영성과에 미치는 영향에 관한 연구", 한국창업학회지, 11(3), pp.45~67 (2016), 한국창업학회
- 이병기, "벤처기업 성장요인의 실증분석", 기업가정신과 벤처연구, 5(2), pp.93~109 (2002), 한국중소기업학회
- 기술역량과 창업기업의 생존에 관한 연구, "조상섭", ~ (2016)
- 제조 중소기업의 성장요인 및 특성분석, "홍석일", 산업연구원, ~ (2012)
- Cade, B., "A Gentle Introduction to Quantile Regression for Ecologists", Ecological Society of America, 1(8), pp.412~420 (2003)
- Bondell, H., "Noncrossing Quantile Regression Curve Estimation", Biometrika, 97(4), pp.825~838 (2010)
- He, X., "Quantile curves without crossing", American Statistician, 51(2), pp.186~192 (1997)
- Heagerty, P., "Semiparametric Estimation of Regression Quantiles With Application to Standardizing Weight for Height and Age in U.S. Children", Journal of the Royal Statistical Society: Ser. C, 48(4), pp.533~551 (1999)
- Koenker, R., "Regression quantiles", Econometrica, 46(1), pp.33~50 (1978)
- Koenker, R., "Quantile regression", Journal of Economic Perspectives, 15, pp.143~156 (2004)
- SME, Entrepreneurship and Innovation, "OECD", ~ (2010)
- Takeuchi, I., "Nonparametric Quantile Estimation", Journal of Machine Learning Research, 7, pp.1231~1264 (2006)
- Wu, Y., "Stepwise Multiple Quantile Regression Estimation Using Non-crossing Constraints", Statistics and Its Interface, 2, pp.299~310 (2009)