Importance Sampling for Logarithmic Pool Ensembles

Exploring logarithmic pooling ensembles, mainly in the case with normal distributions, we seek through importance sampling (IS) schemes to estimate the weights and determine the optimal sets of proposals for sampling. In addition to determining bounds for the variance of the estimators built with the optimal ensembles proposed.