draws objectCreates a draws object which is the final output of a call to draws().
as_draws(method, samples, data, formula, n_failures = NULL, fit = NULL)A draws object which is a named list containing the following:
data: R6 longdata object containing all relevant input data information.
method: A method object as generated by either method_bayes(),
method_approxbayes() or method_condmean().
samples: list containing the estimated parameters of interest.
Each element of samples is a named list containing the following:
ids: vector of characters containing the ids of the subjects included in the original dataset.
beta: numeric vector of estimated regression coefficients.
sigma: list of estimated covariance matrices (one for each level of vars$group).
theta: numeric vector of transformed covariances.
failed: Logical. TRUE if the model fit failed.
ids_samp: vector of characters containing the ids of the subjects included in the given sample.
fit: if method_bayes() is chosen, returns the MCMC Stan fit object. Otherwise NULL.
n_failures: absolute number of failures of the model fit.
Relevant only for method_condmean(type = "bootstrap"), method_approxbayes() and method_bmlmi().
formula: fixed effects formula object used for the model specification.
A method object as generated by either method_bayes(),
method_approxbayes(), method_condmean() or method_bmlmi().
A list of sample_single objects. See sample_single().
R6 longdata object containing all relevant input data information.
Fixed effects formula object used for the model specification.
Absolute number of failures of the model fit.
If method_bayes() is chosen, returns the MCMC Stan fit object. Otherwise NULL.