Package index • fastei

All functions

bootstrap(): Runs a Bootstrap to Estimate the Standard Deviation of Predicted Probabilities

chile_election_2021: Chilean 2021 First Round Presidential Election

eim(): S3 Object for the Expectation-Maximization Algorithm

fastei fastei-package: fastei: Methods for "A Fast Ecological Inference Algorithm for the R\(\times\)C case"

get_agg_opt(): Runs the EM algorithm over all possible group aggregating, returning the one with higher likelihood while constraining the standard deviation of the probabilities.

get_agg_proxy(): Runs the EM algorithm aggregating adjacent groups, maximizing the variability of macro-group allocation in ballot boxes.

get_eim_chile(): Extracts voting and demographic data matrices for a given electoral district in Chile.

run_em(): Compute the Expected-Maximization Algorithm

save_eim(): Save an eim object to a file

simulate_election(): Simulate an Election

waldtest(): Performs a matrix-wise Wald test for two eim objects