[R] Sequence Prediction

[Aher]

I have a data with the sequence of events with millions records and more than
24 time stamped variables.

sample data:
1	2	3	4	5	6	7	8	9	10
A	A	A	C	C	C	B	B	D	D
D	D	D	D	D	C	C	C	C	C
B	B	A	C	A	C	C	C	D	D

I want to predict sequence for next 3 period. How this can be achieved using
R. Is there any package/function in R do this. 
I have gone through the document for  package "TraMineR" but not got any
insight for predicting sequence.

Thanks in advance
-Aher


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