This article advances Multilevel Regression and Poststratification (MRP) by introducing deeper subgroup interactions.
Data & Methods: It details improved statistical models for analyzing 2004 and 2008 presidential election data, accounting for survey weights and complexities like nonlinearity.
Key Findings: Voter turnout and vote choice patterns shift significantly within highly specific demographic subsets defined by multiple characteristics. The authors demonstrate how these nuanced changes were missed using standard techniques.
Why It Matters: This work provides a more accurate picture of political behavior across diverse populations, crucial for understanding election dynamics in fragmented societies.