Data page (Political Analysis 2001)

Bailey, Michael A.  2001.  Ideal Point Estimation with a Small Number of Votes: A Random Effects Approach. Political Analysis 9, 3 (Summer): 192-210.

Senate data

E-M Algorithm in R / S-Plus for ideal point model with covariates (marginal maximum likelihood item response model)