Checking election outcome accuracy Post-election audit sampling methods —– Presented at the 81st Annual Southern Political Science Association Conference

Methods for determining post-election audit sampling have been the subject of extensive recent research. This article • provides an overview of post-election audit sampling methods, focusing on risklimiting audits, • advances and improves three methods for calculating risk-limiting election audit samples, showing how to apply precise margin error bounds to improve the accuracy of existing methods by using new margin error bounds, sampling weights and sampling probabilities that improve the effectiveness of three existing approaches for any size audit unit and for single or multi-winner election contests, and • provides a new method for estimating post-election audit sample sizes whenever detailed data, expertise, or tools are not available. Post-election auditing is vital to restoring public oversight over the integrity of an electoral process that has been largely privatized without independent checks and balances.