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

---

Documentation for package ‘fastei’ version 0.0.0.9

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

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