Methods for ''A Fast Alternative for the R x C Ecological Inference Problem''


[Up] [Top]

Documentation for package ‘fastei’ version 0.0.0.4

Help Pages

fastei-package fastei: Methods for "A Fast Ecological Inference Algorithm for the R\timesC case"
bootstrap Runs a Bootstrap to Estimate the *Standard Deviation* of Predicted Probabilities
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
eim() S3 Object for the Expectation-Maximization Algorithm
fastei fastei: Methods for "A Fast Ecological Inference Algorithm for the R\timesC 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.
get_eim_chile() Extracts voting and demographic data matrices for a given electoral district in Chile.
run_em Compute the Expected-Maximization Algorithm
run_em() Compute the Expected-Maximization Algorithm
save_eim Save an 'eim' object to a file
save_eim() Save an 'eim' object to a file
simulate_election Simulate an Election
welchtest Performs a matrix-wise Welch's t-test for two eim objects