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

Table 5

Probability of step state vector.

State	Step  1	Step  2	Step  3	Step  4
(1)	0.0000	0.4286	0.4367	0.4219
(2)	1.0000	0.2857	0.4816	0.4405
(3)	0.0000	0.0000	0.0000	0.0000
(4)	0.0000	0.2857	0.0816	0.1376
State	Step  5	Step  6	Step  7	Step  8
(1)	0.4264	0.4254	0.4256	0.4255
(2)	0.4478	0.4467	0.4468	0.4468
(3)	0.0000	0.0000	0.0000	0.0000
(4)	0.1258	0.1279	0.1276	0.1277
State	Step  9	Step  10	Step  11	Step  12
(1)	0.4255	0.4255	0.4255	0.4255
(2)	0.4468	0.4468	0.4468	0.4468
(3)	0.0000	0.0000	0.0000	0.0000
(4)	0.1277	0.1277	0.1277	0.1277
State	Step  13	Step  14	Step  15	Step  16
(1)	0.4255	0.4255	0.4255	0.4255
(2)	0.4468	0.4468	0.4468	0.4468
(3)	0.0000	0.0000	0.0000	0.0000
(4)	0.1277	0.1277	0.1277	0.1277