Identification of Chaos in Financial Time Series to Forecast Nonperforming Loan

Table 1

Statistical attributes of the time series.

Statistical attribute	B1	B2
Number of data	1138	851
Mean	87.9281	80.0138
Median	100	92.3100
Min	0	1.9300
Max	100	100
Standard deviation	19.8204	24.4088
Variance	392.8466	595.7916
Skewness	−1.9952	−1.0641
Kurtosis	7.2104	3.0071