Illustrate convenience of SMI on a randomly generated dataset
1 2 3 4 5 6 7 8 9 10 11 12 | smi_sec_5_1_single_dataset(
out_dir,
phi = 0,
theta = 1,
n = 25,
m = 50,
sigma_z = 2,
sigma_y = 1,
sigma_phi = Inf,
sigma_theta = 0.5,
eta_all = seq(0, 1, 0.025)
)
|
out_dir |
Directory where outputs are stored |
phi |
Generative (true) value assumed for phi |
theta |
Generative (true) value assumed for theta |
n |
Sample size for Z |
m |
Sample size for Y |
sigma_z |
Likelihood variance for Z |
sigma_y |
Likelihood variance for Y |
sigma_phi |
Prior std dev phi |
sigma_theta |
Prior std dev theta |
eta_all |
Degree of influence of the unbiased module into phi |
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