mySpec <- hmm(
K = 2, R = 1,
observation = RegBinomialProbit(
xBeta = Gaussian(mu = 0, sigma = 10),
M = 3,
N = 10
),
initial = Dirichlet(alpha = c(1, 1)),
transition = Dirichlet(alpha = c(1, 1)),
name = "Univariate Binomial Probit Regression"
)
set.seed(9000)
x <- as.matrix(
cbind(
rep(1, 300),
rnorm(300),
rnorm(300)
)
)
mySims <- sim(mySpec, T = 300, x = x, nSimulations = 1, seed = 9000)
ySim <- extract_ysim(mySims)[1, ]
myModel <- compile(mySpec)
myFit <- fit(mySpec, y = ySim, x = x, chains = 1, iter = 500, seed = 9000)
print(myFit)
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