mySpec <- hmm(
K = 3, R = 1,
observation = Categorical(
theta = Dirichlet(alpha = c(1, 1, 1, 1)),
N = 4
),
initial = Dirichlet(alpha = c(1, 1, 1)),
transition = Dirichlet(alpha = c(1, 1, 1)),
name = "Univariate Categorical"
)
set.seed(9000)
y = as.matrix(
c(
sample(1:4, size = 100, replace = TRUE, prob = c(0.1, 0.1, 0.1, 0.7)),
sample(1:4, size = 100, replace = TRUE, prob = c(0.1, 0.1, 0.7, 0.1)),
sample(1:4, size = 100, replace = TRUE, prob = c(0.1, 0.7, 0.1, 0.1))
)
)
myFit <- fit(mySpec, y = y, chains = 1, iter = 500, seed = 9000)
plot_series(myFit)
print_fit(myFit)
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