fill_data | R Documentation |
Impute missing data by optimizing the likelihood function
fill_data(obs, mu, sigma, p, index, lucid_model)
obs |
a vector of length M |
mu |
a matrix of size M x K |
sigma |
a matrix of size M x M x K |
p |
a vector of length K |
index |
a vector of length M, indicating whether a value is missing or not in the raw data |
lucid_model |
Specifying LUCID model, "early" for early integration, "parallel" for lucid in parallel, "serial" for lucid in serial |
an observation with updated imputed value
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