| 1 | basic_Init_Parameters = function(n,p,m,k){ |
| 2 | phiInit = array(0, dim=c(p,m,k)) |
| 3 | |
| 4 | piInit = (1.0/k)*rep.int(1,k) |
| 5 | |
| 6 | rhoInit = array(0, dim=c(m,m,k)) |
| 7 | |
| 8 | for(i in 1:k){ |
| 9 | rhoInit[,,i] = diag(m) |
| 10 | } |
| 11 | |
| 12 | gamInit = 0.1*array(1, dim=c(n,k)) |
| 13 | |
| 14 | R = sample(1:k,n, replace= TRUE) |
| 15 | |
| 16 | for(i in 1:n){ |
| 17 | gamInit[i,R[i]] = 0.9 |
| 18 | } |
| 19 | gamInit = gamInit/sum(gamInit[1,]) |
| 20 | |
| 21 | |
| 22 | return(list(phiInit, rhoInit, piInit, gamInit)) |
| 23 | } |
| 24 | |
| 25 | n= 10 |
| 26 | p = 10 |
| 27 | m = 5 |
| 28 | k = 5 |
| 29 | list_param = basic_Init_Parameters(n,p,m,k) |