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Herb Susmann
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Bayesian Computation
By
Herb Susmann
Edited
Apr 13, 2021
5 stars
Bayesian Computation
Sampling from Multi-Modal Distributions
Hamiltonian Markov Chain Monte Carlo
Random Walk Metropolis
Gibbs Sampler for Bivariate Normal Posterior
One-dimensional Metropolis-Hastings
Leapfrog Integrator
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gibbs_update_theta1
=
function
(
theta0
,
y
,
rho
)
{
return
rnorm
(
y
[
1
]
+
rho
*
(
theta0
-
y
[
0
]
)
,
1
-
Math
.
pow
(
rho
,
2
)
)
;
}
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iterations
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posterior_expectation
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gibbs_update_theta0
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gibbs_update_theta1
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posterior
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posterior_mean
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theta_init
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y_obs
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rnorm
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