The Beta Distribution as a Latent Response Model for Ordinal Data (I): Estimation of Location and Dispersion Parameters Ajit C. Tamhane, Bruce E. Ankenman and Ying Yang Department of Industrial Engineering & Management Sciences Northwestern University Evanston, IL 60208, U.S.A.