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 |