A nonparametric decision approach for entrepreneurship

Bing Xu (), Jingwen Yang () and Bifei Sun ()
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Bing Xu: Zhejiang Gongshang University
Jingwen Yang: Zhejiang Gongshang University
Bifei Sun: Zhejiang Gongshang University

International Entrepreneurship and Management Journal, 2018, vol. 14, issue 1, No 2, 5-14

Abstract: Abstract Credit identification is one of core issues of financing process. Enterprise credit involves a lot of financial and non-financial measures, among which entrepreneurship is an important but rarely mentioned variable. Good entrepreneur credit often leads to good enterprise credit. A comprehensive analysis of enterprise credit identification is important to avoid losses, foster excellent enterprise and make the optimal allocation of resources. The existing literature mainly studied the impact of entrepreneurship on enterprise credit from the perspective of historical information, which is about average and tendency. Hence, those models were unable to explain the function of complex human nature and, consequently, linear models are unable to well describe the relationship between enterprise credit and entrepreneur credit. Given the deficiency of parametric models when discussing the impact of entrepreneur credit, a non parametric approach are proposed to individually describe the impact path of different individuals. This paper established a decision tree based on nonparametric approach to verify the practicability of the model in the evaluation of enterprise credit recognition. In the end of this paper, we demonstrate the validity of the non parametric model and the validation method of it.

Keywords: Enterprise credit; Entrepreneurship; Non parametric; Decision tree; Random forest (search for similar items in EconPapers)
Date: 2018
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Citations: View citations in EconPapers (4)

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DOI: 10.1007/s11365-017-0465-4

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