Monitoring and Analysis of Venture Capital and Corporate Fraud Based on Deep Learning

Table 2

Descriptive statistics.

Variable	Sample size	Mean value	Standard deviation	Minimum value	Maximum value
Fraud	16347	0.203	0.402	0.000	1.000
Freq	16347	0.314	0.735	0.000	4.000
VC	16347	0.266	0.442	0.000	1.000
Audit	16347	0.040	0.195	0.000	1.000
Age	16347	1.886	0.926	0.000	3.178
Cash	16347	0.438	0.848	-2.355	3.748
Size	16347	22.265	1.199	20.085	25.884
ROA	16347	0.047	0.051	-0.155	0.197
Dual	16347	0.729	0.444	0.000	1.000
Top1	16347	0.353	0.150	0.090	0.750
BdSize	16347	2.143	0.195	1.609	2.708
Tqmed	16347	1.756	0.528	0.996	3.648