A variational EM algorithm with Pólya-Gamma augmentation enables efficient ideal point estimation and uncertainty quantification in roll-call data analysis.
Berger and Robert L
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Uncertainty-Aware Ideal Point Estimation via Variational EM
A variational EM algorithm with Pólya-Gamma augmentation enables efficient ideal point estimation and uncertainty quantification in roll-call data analysis.