Modeling and Computing of Stock Index Forecasting Based on Neural Network and Markov Chain

Table 1

Sample data.

Days	1	2	3	4	5	6	7	8	9	10
Opening price	1044.29	1075.83	1089.77	1055.60	1063.00	1074.48	1070.73	1049.10	1021.02	1027.05
Highest price	1073.78	1091.25	1090.16	1067.03	1078.46	1086.33	1074.82	1049.26	1038.03	1031.36
Lowest price	1044.29	1075.83	1055.64	1053.18	1059.83	1068.07	1050.21	1011.40	1021.02	1020.83
Closing price	1073.78	1089.72	1059.00	1065.96	1073.87	1073.02	1052.14	1022.46	1032.76	1022.13
Trading volume	15023082	16132262	15413445	11569457	12702507	14032823	12668299	12745388	9397943	9843383
Days	11	12	13	14	15	⋯	55	56	57	58
Opening price	1022.56	1019.47	1029.93	1074.53	1073.31	⋯	1161.49	1175.63	1177.85	1158.96
Highest price	1039.65	1029.28	1069.81	1091.91	1078.53	⋯	1180.61	1186.29	1184.40	1178.84
Lowest price	1018.45	986.05	1029.93	1068.61	1053.33	⋯	1151.68	1160.02	1165.77	1131.44
Closing price	1030.14	1029.28	1068.15	1073.69	1072.93	⋯	1172.33	1180.66	1167.09	1132.09
Trading volume	10557897	9936156	11803687	13475017	11576013	⋯	13353812	16202467	15192214	15946678

Data source: the above data are from Wind information database.