Self-Organizing State Space Model


References:
1) Genshiro Kitagawa,
Self-organizing state space model,
Journal of the American Statistical Association,
Vol.93, No.443, 1203--1215, 1998.

2) Tomoyuki Higuchi and Genshiro Kitagawa,
Knowledge discovery and Self-organizing state space model,
IEICE Transaction on Information and Systems,
Vol. E83-D, No. 1, 36--43, 2000.

NECESSARY C programs
1) mainSOSSM.c --- main program
2) SOSSM.c ---- user defiend program code
3) mcfbase.c ---- basic routines for Monte Carlo computation
4) ssm.c ---- basic routines for state space modeling

Additional C program
*) ckruni.c ---- checking program for a random number generator function in C, runi()

COMPILE:
%cc mainSOSS.c -lm -o SOSSM.out

USAGE:
%SOSSM.out input.dat output.dat
ex. input.dat ==> SOSSMtest.dat
output.dat ==> SOSSMout.dat

RECOMMENDATION:
Range of data should be normalized to be around +-5.