fitmargBMA takes a list of marginal distributions and weights
(presumably, based on some marginal likelihoods) and computes a
final distribution by weighting.
fitmargBMA2 takes a list of INLA models and computes Bayesian
Model Averaging on some of their components.
fitmatrixBMA performs averaging on a list of matrices.
fitlistBMA performs averaging of elements in lists.
fitmargBMA(margs, ws, len = 100)
fitmargBMA2(models, ws, item)
fitmatrixBMA(models, ws, item)
fitlistBMA(models, ws, item)List of 2-column matrices with the values of the (marginal) distributions.
List of INLA models to be averaged.
Vector of weights. They do not need to sum up to one.
Length of the x-vector to compute the weighted distribution.
Name of the elements of an INLA object to be used in the Model Averaging.
fitmargBMA returns a 2-column matrix with the weighted marginal
distribution.
fitmargBMA2 returns a list of weighted components.
fitmatrixBMA returns a matrix.
fitlistBMA returns a list.
For fitmargBMA, distributions provided are averaging according to the
weights provided. A new probability distribution is obtained.
fitmargBMA2 uses a list of INLA models to compute Model Averaging
on some of their components (for example, the fitted values).
fitmatrixBMA performs averaging on a list of matrices.
fitlistBMA performs averaging of a list of a list of matrices.