Created
October 17, 2016 00:58
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data{ | |
int<lower=0> N; | |
vector[3] X[N]; | |
} | |
parameters{ | |
vector[3] mu; | |
real<lower=0> sig[3]; | |
real<lower=-1,upper=1> rho; | |
} | |
transformed parameters{ | |
cov_matrix[3] Sigma; | |
Sigma[1,1] = sig[1]*sig[1]; | |
Sigma[2,2] = sig[2]*sig[2]; | |
Sigma[3,3] = sig[3]*sig[3]; | |
Sigma[1,2] = sig[1]*sig[2]*rho; | |
Sigma[1,3] = sig[1]*sig[3]*rho; | |
Sigma[2,3] = sig[2]*sig[3]*rho; | |
Sigma[2,1] = Sigma[1,2]; | |
Sigma[3,1] = Sigma[1,3]; | |
Sigma[3,2] = Sigma[2,3]; | |
} | |
model{ | |
X ~ multi_normal(mu,Sigma); | |
mu ~ normal(60,100); | |
rho ~ uniform(-1,1); | |
sig ~ cauchy(0,2.5); | |
} |
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