R/hommc.R
hommc-class.Rd
An S4 class for representing High Order Multivariate Markovchain (HOMMC)
order
an integer equal to order of Multivariate Markovchain
states
a vector of states present in the HOMMC model
P
array of transition matrices
Lambda
a vector which stores the weightage of each transition matrices in P
byrow
if FALSE each column sum of transition matrix is 1 else row sum = 1
name
a name given to hommc
Giorgio Spedicato, Deepak Yadav
statesName <- c("a", "b") P <- array(0, dim = c(2, 2, 4), dimnames = list(statesName, statesName)) P[,,1] <- matrix(c(0, 1, 1/3, 2/3), byrow = FALSE, nrow = 2) P[,,2] <- matrix(c(1/4, 3/4, 0, 1), byrow = FALSE, nrow = 2) P[,,3] <- matrix(c(1, 0, 1/3, 2/3), byrow = FALSE, nrow = 2) P[,,4] <- matrix(c(3/4, 1/4, 0, 1), byrow = FALSE, nrow = 2) Lambda <- c(0.8, 0.2, 0.3, 0.7) ob <- new("hommc", order = 1, states = statesName, P = P, Lambda = Lambda, byrow = FALSE, name = "FOMMC")